From 562067230fc4301d7886a55197c6c585738b0927 Mon Sep 17 00:00:00 2001 From: LiangSong Date: Wed, 5 Apr 2023 22:42:34 +0800 Subject: [PATCH 1/6] update dataset, add concat sequence from multiple docs --- dataset/collate_fn.py | 69 ++++++++++++ dataset/data_iter.py | 102 ++++++++++-------- dataset/data_loader.py | 192 --------------------------------- dataset/instruction_dataset.py | 8 +- dataset/pretrain_dataset.py | 9 +- dataset/tokenizer.py | 6 +- dataset/train_tokenizer.py | 10 +- server.py | 6 +- 8 files changed, 148 insertions(+), 254 deletions(-) create mode 100644 dataset/collate_fn.py delete mode 100644 dataset/data_loader.py diff --git a/dataset/collate_fn.py b/dataset/collate_fn.py new file mode 100644 index 0000000..8e9648b --- /dev/null +++ b/dataset/collate_fn.py @@ -0,0 +1,69 @@ +""" +Author: LiangSong(sl12160010@gmail.com) +Date: 2023-03-30 20:58:16 +LastEditors: LiangSong(sl12160010@gmail.com) +LastEditTime: 2023-04-05 22:11:03 +FilePath: /Open-Llama/dataset/collate_fn.py +Description: + +Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. +""" +import torch + + +def collate_fn_gen(tokenizer, segment_max_length=1024, padding="longest"): + """ + Organize data into tensors by padding based on the preset maximum length. + """ + pad_id = tokenizer.pad_id + + def collate_fn(batch): + if padding == "longest": + max_length = max([len(i) for i in batch]) + elif padding == "max_length": + max_length = segment_max_length + else: + raise Exception("Invalid argumet for padding: {}".format(padding)) + input_ids = [] + for i in batch: + input_len = len(i) + input_ids.append(i + [pad_id] * (max_length - input_len)) + inputs = { + "input_ids": torch.tensor(input_ids, dtype=torch.int64), + } + return inputs + + return collate_fn + + +if __name__ == "__main__": + import sentencepiece as spm + from torch.utils.data import DataLoader + + from dataset.pretrain_dataset import preprocess_wudao_gen, preprocess_the_pile_gen + + from dataset.tokenizer import Tokenizer + from dataset.data_iter import create_shard_kwargs, DataIter + + sp_model = spm.SentencePieceProcessor( + model_file="configs/10w_vocab_wudao5_pile10.model" + ) + tokenizer = Tokenizer(sp_model) + patterns = ["data/pretrain_data/part-*.jsonl.zst"] + paths = create_shard_kwargs(patterns) + transform_dict = { + "wudao": preprocess_wudao_gen(tokenizer), + "pile": preprocess_the_pile_gen(tokenizer), + } + data_set = DataIter(paths, transform_dict=transform_dict) + train_loader = DataLoader( + data_set, + batch_size=8, + num_workers=4, + collate_fn=collate_fn_gen(tokenizer), + drop_last=True, + ) + for batch in train_loader: + for k, v in batch.items(): + print(k, v.shape) + break diff --git a/dataset/data_iter.py b/dataset/data_iter.py index de83cb5..6928d8d 100644 --- a/dataset/data_iter.py +++ b/dataset/data_iter.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-17 19:32:20 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-26 23:03:32 +LastEditTime: 2023-04-05 22:36:45 FilePath: /Open-Llama/dataset/data_iter.py Description: @@ -11,67 +11,81 @@ Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. import json from glob import glob import zstandard as zstd +from torch.utils.data import IterableDataset -def create_data_iter(paths, transform_dict=None, process_index=0, num_processes=1): +class DataIter(IterableDataset): """ - Currently, the allowed storage formats are jsonl and jsonl.zst. + Currently, the allowed storage formats are jsonl.zst. Each line of the data is a dictionary, which can be parsed as JSON for subsequent processing after reading. + Currently, only single worker is supported. """ - past = None - for i, path in paths: - dataset_name = path.split("-")[-2] - if num_processes > 1 and i % num_processes != process_index: - continue - if past != dataset_name: - print("Loading data from {}".format(path)) - past = path - if path.endswith("jsonl.zst"): + + def __init__( + self, + paths_with_index, + transform_dict=None, + max_length=None, + concat_docs=False, + process_index=0, + num_processes=1, + ): + super().__init__() + self.paths_with_index = paths_with_index + self.max_length = max_length + self.transform_dict = transform_dict + self.concat_docs = concat_docs + self.process_index = process_index + self.num_processes = num_processes + if self.concat_docs: + self.cache = [] + + def __iter__(self): + past = None + for i, path in self.paths_with_index: + # part-dataset_name-01.jsonl.zst + dataset_name = path.split("-")[-2] + # shard to multiple device + if self.num_processes > 1 and i % self.num_processes != self.process_index: + continue + # Log the file name when encountering a new file. + if past != dataset_name: + print("Loading data from {}".format(path)) + past = path + # Currently, the allowed storage formats are jsonl.zst. + assert path.endswith("jsonl.zst") with zstd.open(path, "r", encoding="utf-8") as fp: for line in fp: + # If the length of the cache is greater than max_length. + if self.concat_docs and len(self.cache) >= self.max_length: + seq = self.cache[: self.max_length] + self.cache = self.cache[self.max_length :] + yield seq if isinstance(line, bytes): line = line.decode("utf-8") line = json.loads(line) line["dataset"] = dataset_name - if transform_dict: - line = transform_dict[dataset_name](line) + # Transformation, including sample, tokenize, etc. + if self.transform_dict: + line = self.transform_dict[dataset_name](line) if isinstance(line, str): yield line - elif isinstance(line, list): - for i in line: - yield i + # must be list of list + elif isinstance(line, list) and isinstance(line[0], list): + for seq in line: + if self.concat_docs: + # concat seq from multiple docs + self.cache += seq + else: + yield seq else: raise Exception( "Unsupported type in Transformation: {}".format( - transform_dict[dataset_name] + self.transform_dict[dataset_name] ) ) else: yield line - elif path.endswith("jsonl"): - with open(path, "r") as fp: - for line in fp: - if isinstance(line, bytes): - line = line.decode("utf-8") - line = json.loads(line) - line["dataset"] = dataset_name - if transform_dict: - line = transform_dict[dataset_name](line) - if isinstance(line, str): - yield line - elif isinstance(line, list): - for i in line: - yield i - else: - raise Exception( - "Unsupported type in Transformation: {}".format( - transform_dict[dataset_name] - ) - ) - else: - yield line - else: - raise Exception("File format of {} is not supported yet.".format(path)) def create_shard_kwargs(patterns, repeat=1): @@ -90,7 +104,9 @@ if __name__ == "__main__": patterns = ["data/pretrain_data/part-wudao*.jsonl.zst"] paths = create_shard_kwargs(patterns) transform_dict = {"wudao": lambda x: x["title"], "pile": lambda x: [x["text"]]} - data_iter = create_data_iter(paths, transform_dict=transform_dict) + data_iter = DataIter( + paths, transform_dict=transform_dict, max_length=16, concat_docs=True + ) for i, data in enumerate(data_iter): print(i, data) if i == 20: diff --git a/dataset/data_loader.py b/dataset/data_loader.py deleted file mode 100644 index 69f0fba..0000000 --- a/dataset/data_loader.py +++ /dev/null @@ -1,192 +0,0 @@ -""" -Author: LiangSong(sl12160010@gmail.com) -Date: 2023-03-30 20:58:16 -LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-30 21:00:49 -FilePath: /Open-Llama/dataset/data_loader.py -Description: - -Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. -""" -import math -import torch - - -def pretrain_collate_fn_gen(tokenizer, segment_max_length=1024, padding="longest"): - """ - Organize data into tensors by padding based on the preset maximum length. - """ - pad_id = tokenizer.pad_id - - def pretrain_collate_fn(batch): - if padding == "longest": - max_length = max([len(i) for i in batch]) - elif padding == "max_length": - max_length = segment_max_length - else: - raise Exception("Invalid argumet for padding: {}".format(padding)) - input_ids = [] - for i in batch: - input_len = len(i) - input_ids.append(i + [pad_id] * (max_length - input_len)) - inputs = { - "input_ids": torch.tensor(input_ids, dtype=torch.int64), - } - return inputs - - return pretrain_collate_fn - - -class BySequenceLengthDataset(torch.utils.data.IterableDataset): - """ - experimental - """ - - def __init__( - self, generator, batch_size, accelerator=None, bucket_size=16, max_length=1024 - ): - super().__init__() - self.generator = generator - self.batch_size = batch_size - self.bucket_size = bucket_size - self.bucket_num = math.ceil(max_length / bucket_size) - self.buckets = [[] for _ in range(self.bucket_num)] - self.bucket_idx = None - self.accelerator = accelerator - if self.accelerator is not None: - self.buckets_ele_num = torch.tensor( - [0] * self.bucket_num, dtype=torch.int64, device=accelerator.device - ) - self.buckets_indexes = torch.arange( - self.bucket_num, device=accelerator.device - ) - self.finished = False - self.has_no_same_bucket = False - self.rest = None - - def __iter__(self): - if self.batch_size <= 1: - return self.generator - - def bucket_iter(): - while True: - if self.bucket_idx is not None: - sample = self.buckets[self.bucket_idx].pop() - if len(self.buckets[self.bucket_idx]) == 0: - self.bucket_idx = None - yield sample - try: - sample = next(self.generator) - except StopIteration: - break - sample_len = len(sample) - 1 - bucket_idx = sample_len // self.bucket_size - if len(self.buckets[bucket_idx]) == self.batch_size - 1: - self.bucket_idx = bucket_idx - yield sample - else: - self.buckets[bucket_idx].append(sample) - - def parallel_bucket_iter(): - while True: - if self.bucket_idx is not None: - sample = self.buckets[self.bucket_idx].pop() - self.buckets_ele_num[self.bucket_idx] -= 1 - buckets_ele_num = self.accelerator.gather(self.buckets_ele_num) - buckets_ele_num = buckets_ele_num.reshape( - self.accelerator.num_processes, self.bucket_num - ) - min_buckets_ele_num = buckets_ele_num.min(dim=0)[0] - if min_buckets_ele_num[self.bucket_idx] <= 0: - self.bucket_idx = None - yield sample - else: - if self.finished: - if self.has_no_same_bucket: - if self.rest is None: - self.rest = [] - for bucket in self.buckets: - for i in bucket: - self.rest.append(i) - elif len(self.rest) > 0: - yield self.rest.pop() - else: - raise StopIteration() - else: - buckets_ele_num = self.accelerator.gather( - self.buckets_ele_num - ) - buckets_ele_num = buckets_ele_num.view( - self.accelerator.num_processes, self.bucket_num - ) - min_buckets_ele_num = buckets_ele_num.min(dim=0)[0] - valid_bucket_idx = self.buckets_indexes[ - min_buckets_ele_num >= self.batch_size - ] - if len(valid_bucket_idx) > 0: - self.bucket_idx = valid_bucket_idx[0].cpu().item() - else: - self.has_no_same_bucket = True - else: - try: - sample = next(self.generator) - except StopIteration: - self.finished = True - continue - sample_len = len(sample) - 1 - bucket_idx = sample_len // self.bucket_size - self.buckets[bucket_idx].append(sample) - self.buckets_ele_num[bucket_idx] += 1 - buckets_ele_num = self.accelerator.gather( - self.buckets_ele_num - ).cpu() - buckets_ele_num = buckets_ele_num.view( - self.accelerator.num_processes, self.bucket_num - ) - min_buckets_ele_num = buckets_ele_num.min(dim=0)[0] - valid_bucket_idx = self.buckets_indexes[ - min_buckets_ele_num >= self.batch_size - ] - if len(valid_bucket_idx) > 0: - self.bucket_idx = valid_bucket_idx[0].cpu().item() - - if self.accelerator: - return parallel_bucket_iter() - else: - return bucket_iter() - - -if __name__ == "__main__": - import sentencepiece as spm - from datasets import IterableDataset - from torch.utils.data import DataLoader - - from dataset.pretrain_dataset import preprocess_wudao_gen, preprocess_the_pile_gen - - from dataset.tokenizer import Tokenizer - from dataset.data_iter import create_shard_kwargs, create_data_iter - - sp_model = spm.SentencePieceProcessor( - model_file="configs/10w_vocab_wudao5_pile10.model" - ) - tokenizer = Tokenizer(sp_model) - patterns = ["data/pretrain_data/part-*.jsonl.zst"] - paths = create_shard_kwargs(patterns) - transform_dict = { - "wudao": preprocess_wudao_gen(tokenizer), - "pile": preprocess_the_pile_gen(tokenizer), - } - data_set = IterableDataset.from_generator( - create_data_iter, gen_kwargs={"paths": paths, "transform_dict": transform_dict} - ) - train_loader = DataLoader( - data_set, - batch_size=8, - num_workers=4, - collate_fn=pretrain_collate_fn_gen(tokenizer), - drop_last=True, - ) - for batch in train_loader: - for k, v in batch.items(): - print(k, v.shape) - break diff --git a/dataset/instruction_dataset.py b/dataset/instruction_dataset.py index 3b37aaa..ec6d5e5 100644 --- a/dataset/instruction_dataset.py +++ b/dataset/instruction_dataset.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 21:02:00 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-30 21:02:06 +LastEditTime: 2023-04-05 22:35:24 FilePath: /Open-Llama/dataset/instruction_dataset.py Description: @@ -60,7 +60,7 @@ if __name__ == "__main__": from datasets import IterableDataset from dataset.tokenizer import Tokenizer - from dataset.data_iter import create_shard_kwargs, create_data_iter + from dataset.data_iter import create_shard_kwargs, DataIter sp_model = spm.SentencePieceProcessor( model_file="configs/10w_vocab_wudao5_pile10.model" @@ -73,8 +73,8 @@ if __name__ == "__main__": "belle_0.5M": preprocess_belle_gen(tokenizer), "self_instruct": preprocess_self_instruction_gen(tokenizer), } - data_set = IterableDataset.from_generator( - create_data_iter, gen_kwargs={"paths": paths, "transform_dict": transform_dict} + data_set = DataIter( + paths, transform_dict=transform_dict, concat_docs=True, max_length=1024 ) for i, sample in enumerate(data_set): print(sample, sp_model.Decode(sample)) diff --git a/dataset/pretrain_dataset.py b/dataset/pretrain_dataset.py index 1b1885c..812d9ba 100644 --- a/dataset/pretrain_dataset.py +++ b/dataset/pretrain_dataset.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-17 20:41:25 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-26 23:07:56 +LastEditTime: 2023-04-05 22:32:39 FilePath: /Open-Llama/dataset/pretrain_dataset.py Description: @@ -49,10 +49,9 @@ def preprocess_the_pile_gen(tokenizer, segment_max_length=1024): if __name__ == "__main__": import sentencepiece as spm - from datasets import IterableDataset from dataset.tokenizer import Tokenizer - from dataset.data_iter import create_shard_kwargs, create_data_iter + from dataset.data_iter import create_shard_kwargs, DataIter sp_model = spm.SentencePieceProcessor( model_file="configs/10w_vocab_wudao5_pile10.model" @@ -64,8 +63,8 @@ if __name__ == "__main__": "wudao": preprocess_wudao_gen(tokenizer), "pile": preprocess_the_pile_gen(tokenizer), } - data_set = IterableDataset.from_generator( - create_data_iter, gen_kwargs={"paths": paths, "transform_dict": transform_dict} + data_set = DataIter( + paths, transform_dict=transform_dict, concat_docs=True, max_length=1024 ) for sample in data_set: print(sample) diff --git a/dataset/tokenizer.py b/dataset/tokenizer.py index 044a973..5daee60 100644 --- a/dataset/tokenizer.py +++ b/dataset/tokenizer.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-20 21:39:47 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-26 23:09:39 +LastEditTime: 2023-04-05 22:35:01 FilePath: /Open-Llama/dataset/tokenizer.py Description: @@ -183,11 +183,11 @@ if __name__ == "__main__": for i, j in zip(tmp, out): assert normalize("NFKC", i) == j - from dataset.data_iter import create_shard_kwargs, create_data_iter + from dataset.data_iter import create_shard_kwargs, DataIter patterns = ["data/pretrain_data/part-wudao*.jsonl.zst"] paths = create_shard_kwargs(patterns) - data_iter = create_data_iter(paths) + data_iter = DataIter(paths) for i, data in enumerate(data_iter): assert ( normalize("NFKC", data["content"]) diff --git a/dataset/train_tokenizer.py b/dataset/train_tokenizer.py index 609c8d9..7d4b6c8 100644 --- a/dataset/train_tokenizer.py +++ b/dataset/train_tokenizer.py @@ -2,14 +2,14 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-24 20:49:03 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-26 23:43:59 +LastEditTime: 2023-04-05 22:40:29 FilePath: /Open-Llama/dataset/train_tokenizer.py Description: Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. """ import random -from dataset.data_iter import create_data_iter, create_shard_kwargs +from dataset.data_iter import DataIter, create_shard_kwargs wudao_patterns = [ "data/pretrain_data/part-wudao-*.jsonl.zst", @@ -24,10 +24,10 @@ pile_paths = create_shard_kwargs(pile_patterns) random.shuffle(pile_paths) paths = wudao_paths[:5] + pile_paths[:10] transform_dict = { - "wudao": lambda line: [(line["title"] + "\n" + line["content"])], - "pile": lambda line: [line["text"]], + "wudao": lambda line: line["title"] + "\n" + line["content"], + "pile": lambda line: line["text"], } -data_iter = create_data_iter(paths, transform_dict) +data_iter = iter(DataIter(paths, transform_dict)) import io import sentencepiece as spm diff --git a/server.py b/server.py index 77510ef..609c3ab 100644 --- a/server.py +++ b/server.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-31 13:26:15 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-31 14:05:35 +LastEditTime: 2023-04-05 21:47:54 FilePath: /Open-Llama/server.py Description: @@ -32,7 +32,9 @@ raw_model = LlamaForCausalLM( shared_input_output_embedding=True, ) ) -ckpt = torch.load("data/saved_ckpt/instruction_tuning_3_epochs/23001.pt", map_location="cpu") +ckpt = torch.load( + "data/saved_ckpt/instruction_tuning_3_epochs/37001.pt", map_location="cpu" +) raw_model.load_state_dict(ckpt) raw_model.eval() model = raw_model.cuda() From 9f140dc99f57d1a52437bbd09b077059a68e18ce Mon Sep 17 00:00:00 2001 From: LiangSong Date: Wed, 5 Apr 2023 23:51:56 +0800 Subject: [PATCH 2/6] update preprocess_instruction, add math/code/multiturn_chat and etc. --- data/download_instruct.sh | 15 +++++ data/preprocess_instruction.py | 118 +++++++++++++++++++++++++++++++-- inctruction_tuning.py | 24 +++---- pretrain_llama.py | 24 +++---- 4 files changed, 149 insertions(+), 32 deletions(-) create mode 100644 data/download_instruct.sh diff --git a/data/download_instruct.sh b/data/download_instruct.sh new file mode 100644 index 0000000..b916bd6 --- /dev/null +++ b/data/download_instruct.sh @@ -0,0 +1,15 @@ +#!/bin/bash +### + # @Author: LiangSong(sl12160010@gmail.com) + # @Date: 2023-04-05 23:18:10 + # @LastEditors: LiangSong(sl12160010@gmail.com) + # @LastEditTime: 2023-04-05 23:34:30 + # @FilePath: /Open-Llama/data/download_instruct.sh + # @Description: + # + # Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. +### +mkdir data/instruction_data +curl -C - --retry 3 'https://huggingface.co/datasets/RyokoAI/ShareGPT52K/resolve/main/sg_90k_part1.json' -o data/sg_90k_part1.json +curl -C - --retry 3 'https://huggingface.co/datasets/RyokoAI/ShareGPT52K/resolve/main/sg_90k_part2.json' -o data/sg_90k_part2.json +python3 data/preprocess_instruction.py \ No newline at end of file diff --git a/data/preprocess_instruction.py b/data/preprocess_instruction.py index 16cf8d1..6f6a2c4 100644 --- a/data/preprocess_instruction.py +++ b/data/preprocess_instruction.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 20:52:10 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-30 20:52:12 +LastEditTime: 2023-04-05 23:51:16 FilePath: /Open-Llama/data/preprocess_instruction.py Description: @@ -12,8 +12,11 @@ import json import zstandard as zstd from datasets import load_dataset + +root_dir = "data" + dataset = load_dataset("yizhongw/self_instruct") -write_path = "data/instruction_data/part-self_instruct-{}.jsonl.zst" +write_path = root_dir + "/instruction_data/part-self_instruct-{}.jsonl.zst" total_num = 0 file_num = 0 wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") @@ -27,9 +30,14 @@ for line in dataset["train"]: wfp.write(b"\n") total_num += 1 wfp.close() +print( + "yizhongw/self_instruct preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) -dataset = load_dataset("BelleGroup/generated_train_0.5M_CN") -write_path = "data/instruction_data/part-belle_0.5M-{}.jsonl.zst" +dataset = load_dataset("BelleGroup/train_0.5M_CN") +write_path = root_dir + "/instruction_data/part-belle_0.5M-{}.jsonl.zst" total_num = 0 file_num = 0 wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") @@ -43,9 +51,14 @@ for line in dataset["train"]: wfp.write(b"\n") total_num += 1 wfp.close() +print( + "BelleGroup/train_0.5M_CN preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) -dataset = load_dataset("BelleGroup/generated_train_1M_CN") -write_path = "data/instruction_data/part-belle_1M-{}.jsonl.zst" +dataset = load_dataset("BelleGroup/train_1M_CN") +write_path = root_dir + "/instruction_data/part-belle_1M-{}.jsonl.zst" total_num = 0 file_num = 0 wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") @@ -59,3 +72,96 @@ for line in dataset["train"]: wfp.write(b"\n") total_num += 1 wfp.close() +print( + "BelleGroup/train_1M_CN preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) + +dataset = load_dataset("BelleGroup/school_math_0.25M") +write_path = root_dir + "/instruction_data/part-belle_school_math_0.25M-{}.jsonl.zst" +total_num = 0 +file_num = 0 +wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") +for line in dataset["train"]: + line = json.dumps(line) + if total_num % 1024 == 0 and total_num > 0: + file_num += 1 + wfp.close() + wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") + wfp.write(line.encode("utf-8")) + wfp.write(b"\n") + total_num += 1 +wfp.close() +print( + "BelleGroup/school_math_0.25M preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) + +dataset = load_dataset("BelleGroup/multiturn_chat_0.8M") +write_path = root_dir + "/instruction_data/part-belle_multiturn_chat_0.8M-{}.jsonl.zst" +total_num = 0 +file_num = 0 +wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") +for line in dataset["train"]: + line = json.dumps(line) + if total_num % 1024 == 0 and total_num > 0: + file_num += 1 + wfp.close() + wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") + wfp.write(line.encode("utf-8")) + wfp.write(b"\n") + total_num += 1 +wfp.close() +print( + "BelleGroup/multiturn_chat_0.8M preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) + +dataset = load_dataset("Graverman/Instruct-to-Code") +write_path = root_dir + "/instruction_data/part-instruct_to_code-{}.jsonl.zst" +total_num = 0 +file_num = 0 +wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") +for line in dataset["train"]: + line = json.dumps(line) + if total_num % 1024 == 0 and total_num > 0: + file_num += 1 + wfp.close() + wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") + wfp.write(line.encode("utf-8")) + wfp.write(b"\n") + total_num += 1 +wfp.close() +print( + "Graverman/Instruct-to-Code preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) + +write_path = root_dir + "/instruction_data/part-sharegpt_90K-{}.jsonl.zst" +total_num = 0 +file_num = 0 +wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") +with open("data/sg_90k_part1.json", "r") as fp: + data1 = json.load(fp) +with open("data/sg_90k_part2.json", "r") as fp: + data2 = json.load(fp) +data = data1 + data2 +for line in data: + line = json.dumps(line) + if total_num % 1024 == 0 and total_num > 0: + file_num += 1 + wfp.close() + wfp = zstd.open(write_path.format(file_num), "wb", encoding="utf-8") + wfp.write(line.encode("utf-8")) + wfp.write(b"\n") + total_num += 1 +wfp.close() +print( + "RyokoAI/ShareGPT52K preprocess done. Total line: {}, Total file: {}".format( + total_num, file_num + ) +) diff --git a/inctruction_tuning.py b/inctruction_tuning.py index 4e7ff6c..918d56e 100644 --- a/inctruction_tuning.py +++ b/inctruction_tuning.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 21:35:01 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-30 21:40:03 +LastEditTime: 2023-04-05 22:47:25 FilePath: /Open-Llama/inctruction_tuning.py Description: @@ -16,15 +16,14 @@ import random import sentencepiece as spm from torchinfo import summary from accelerate import Accelerator -from datasets import IterableDataset from torch.utils.data import DataLoader from deepspeed.ops.adam import FusedAdam from transformers import LlamaForCausalLM, LlamaConfig, get_cosine_schedule_with_warmup from dataset.validation import val_set from dataset.tokenizer import Tokenizer -from dataset.data_iter import create_shard_kwargs, create_data_iter -from dataset.data_loader import pretrain_collate_fn_gen +from dataset.data_iter import create_shard_kwargs, DataIter +from dataset.collate_fn import collate_fn_gen from dataset.instruction_dataset import ( preprocess_belle_gen, preprocess_self_instruction_gen, @@ -50,21 +49,20 @@ transform_dict = { "belle_0.5M": preprocess_belle_gen(tokenizer, max_length), "self_instruct": preprocess_self_instruction_gen(tokenizer, max_length), } -data_set = IterableDataset.from_generator( - create_data_iter, - gen_kwargs={ - "paths": paths, - "transform_dict": transform_dict, - "process_index": accelerator.process_index, - "num_processes": accelerator.num_processes, - }, +data_set = DataIter( + paths, + transform_dict=transform_dict, + concat_docs=True, + max_length=max_length, + process_index=accelerator.process_index, + num_processes=accelerator.num_processes, ) train_loader = DataLoader( data_set, batch_size=train_batch_size, # If num_workers is greater than 1, duplicate data may occur. num_workers=0, - collate_fn=pretrain_collate_fn_gen(tokenizer, max_length), + collate_fn=collate_fn_gen(tokenizer, max_length), drop_last=True, ) # smaller initializer_range make training more stable diff --git a/pretrain_llama.py b/pretrain_llama.py index 17a48f8..18b92fb 100644 --- a/pretrain_llama.py +++ b/pretrain_llama.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-17 14:27:28 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-27 01:07:25 +LastEditTime: 2023-04-05 22:46:31 FilePath: /Open-Llama/pretrain_llama.py Description: pretrain GPT @@ -16,15 +16,14 @@ import random import sentencepiece as spm from torchinfo import summary from accelerate import Accelerator -from datasets import IterableDataset from torch.utils.data import DataLoader from deepspeed.ops.adam import FusedAdam from transformers import LlamaForCausalLM, LlamaConfig, get_cosine_schedule_with_warmup from dataset.validation import val_set from dataset.tokenizer import Tokenizer -from dataset.data_iter import create_shard_kwargs, create_data_iter -from dataset.data_loader import pretrain_collate_fn_gen +from dataset.data_iter import create_shard_kwargs, DataIter +from dataset.collate_fn import collate_fn_gen from dataset.pretrain_dataset import ( preprocess_the_pile_gen, preprocess_wudao_gen, @@ -49,21 +48,20 @@ transform_dict = { "wudao": preprocess_wudao_gen(tokenizer, max_length), "pile": preprocess_the_pile_gen(tokenizer, max_length), } -data_set = IterableDataset.from_generator( - create_data_iter, - gen_kwargs={ - "paths": paths, - "transform_dict": transform_dict, - "process_index": accelerator.process_index, - "num_processes": accelerator.num_processes, - }, +data_set = DataIter( + paths, + transform_dict=transform_dict, + concat_docs=True, + max_length=max_length, + process_index=accelerator.process_index, + num_processes=accelerator.num_processes, ) train_loader = DataLoader( data_set, batch_size=train_batch_size, # If num_workers is greater than 1, duplicate data may occur. num_workers=0, - collate_fn=pretrain_collate_fn_gen(tokenizer, max_length), + collate_fn=collate_fn_gen(tokenizer, max_length), drop_last=True, ) # smaller initializer_range make training more stable From bc16df47512b112f8b79b63e4c42ed00053b7950 Mon Sep 17 00:00:00 2001 From: LiangSong Date: Thu, 6 Apr 2023 03:45:24 +0800 Subject: [PATCH 3/6] add more instruction data --- configs/instruction_tuning_config.py | 6 +- dataset/data_iter.py | 7 +- dataset/instruction_dataset.py | 116 ++++++++++++++++++++++++--- inctruction_tuning.py | 15 +++- 4 files changed, 125 insertions(+), 19 deletions(-) diff --git a/configs/instruction_tuning_config.py b/configs/instruction_tuning_config.py index 54a2eb2..d9684b2 100644 --- a/configs/instruction_tuning_config.py +++ b/configs/instruction_tuning_config.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 21:38:07 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-03-30 21:39:40 +LastEditTime: 2023-04-06 03:37:23 FilePath: /Open-Llama/configs/instruction_tuning_config.py Description: @@ -10,7 +10,7 @@ Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. """ max_length = 1024 train_batch_size = 2 -num_training_steps = 37500 +num_training_steps = 40000 num_warmup_steps = 100 initializer_range = 1e-2 lr = 2e-4 @@ -22,4 +22,4 @@ log_interval = 50 eval_interval = 500 save_interval = 1000 work_dir = "data/saved_ckpt/" -ckpt_path = "data/saved_ckpt/40000.pt" +ckpt_path = "data/saved_ckpt/83200.pt" diff --git a/dataset/data_iter.py b/dataset/data_iter.py index 6928d8d..48e21bc 100644 --- a/dataset/data_iter.py +++ b/dataset/data_iter.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-17 19:32:20 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-04-05 22:36:45 +LastEditTime: 2023-04-06 03:37:55 FilePath: /Open-Llama/dataset/data_iter.py Description: @@ -68,7 +68,10 @@ class DataIter(IterableDataset): # Transformation, including sample, tokenize, etc. if self.transform_dict: line = self.transform_dict[dataset_name](line) - if isinstance(line, str): + # skip bad doc + if line is None: + continue + elif isinstance(line, str): yield line # must be list of list elif isinstance(line, list) and isinstance(line[0], list): diff --git a/dataset/instruction_dataset.py b/dataset/instruction_dataset.py index ec6d5e5..9262023 100644 --- a/dataset/instruction_dataset.py +++ b/dataset/instruction_dataset.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 21:02:00 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-04-05 22:35:24 +LastEditTime: 2023-04-06 03:33:27 FilePath: /Open-Llama/dataset/instruction_dataset.py Description: @@ -21,7 +21,7 @@ def preprocess_self_instruction_gen(tokenizer, segment_max_length=1024): prompt = line["prompt"] if prompt.endswith("Output:"): prompt = prompt[:-7] - total = "user:{}system:{}".format(prompt.strip(), line["completion"].strip()) + total = "user:{}\nsystem:{}".format(prompt.strip(), line["completion"].strip()) out = tokenizer(total) input_ids = out["input_ids"] return [ @@ -39,12 +39,12 @@ def preprocess_belle_gen(tokenizer, segment_max_length=1024): {'text': 'some text', 'meta': {'pile_set_name': 'Github'}} Split the data based on the tokenized length according to the maximum length. """ - prompt = line["input"].replace("\\n", "") + prompt = line["instruction"].replace("\\n", "") prompt = prompt.strip("") - completion = line["target"].replace("\\n", "") + completion = line["output"].replace("\\n", "") completion = completion.strip("") - total = "user:{}system:{}".format(prompt, completion) + total = "user:{}\nsystem:{}".format(prompt, completion) out = tokenizer(total) input_ids = out["input_ids"] return [ @@ -55,9 +55,101 @@ def preprocess_belle_gen(tokenizer, segment_max_length=1024): return preprocess_belle +def preprocess_belle_multiturn_chat_gen(tokenizer, segment_max_length=1024): + def preprocess_belle_multiturn_chat(line): + """ + The format of the data is roughly as follows. + {'text': 'some text', 'meta': {'pile_set_name': 'Github'}} + Split the data based on the tokenized length according to the maximum length. + """ + prompt = line["instruction"].replace("\\n", "") + prompt = prompt.strip("") + + completion = line["output"].replace("\\n", "") + completion = completion.strip("") + chats = prompt + completion + chats = chats.split("Human:") + input_ids = [] + for chat in chats: + if chat.strip() == "": + continue + res = chat.split("Assistant:") + if len(res) != 2: + continue + prompt, completion = res + prompt = prompt.strip() + completion = completion.strip() + chat = "user:{}\nsystem:{}".format(prompt, completion) + out = tokenizer(chat) + input_ids.extend(out["input_ids"]) + if len(input_ids) == 0: + return None + return [ + input_ids[i * segment_max_length : (i + 1) * segment_max_length] + for i in range(math.ceil(len(input_ids) / segment_max_length)) + ] + + return preprocess_belle_multiturn_chat + + +def preprocess_sharegpt_gen(tokenizer, segment_max_length=1024): + def preprocess_sharegpt(line): + """ + The format of the data is roughly as follows. + {'text': 'some text', 'meta': {'pile_set_name': 'Github'}} + Split the data based on the tokenized length according to the maximum length. + """ + chats = line["conversations"] + if chats[0]["from"] != "human": + chats = chats[1:] + input_ids = [] + for i in range(len(chats) // 2): + prompt = chats[2 * i] + completion = chats[2 * i + 1] + if not (prompt["from"] == "human" and completion["from"] == "gpt"): + continue + prompt = prompt["value"] + prompt = prompt.strip() + completion = completion["value"] + completion = completion.strip() + chat = "user:{}\nsystem:{}".format(prompt, completion) + out = tokenizer(chat) + input_ids.extend(out["input_ids"]) + if input_ids == []: + return None + return [ + input_ids[i * segment_max_length : (i + 1) * segment_max_length] + for i in range(math.ceil(len(input_ids) / segment_max_length)) + ] + + return preprocess_sharegpt + + +def preprocess_instruct_code_gen(tokenizer, segment_max_length=1024): + def preprocess_instruct_code(line): + """ + The format of the data is roughly as follows. + {'text': 'some text', 'meta': {'pile_set_name': 'Github'}} + Split the data based on the tokenized length according to the maximum length. + """ + prompt = line["instruction"].replace("\\n", "") + prompt = prompt.strip("") + + completion = line["answer"].replace("\\n", "") + completion = completion.strip("") + total = "user:{}\nsystem:{}".format(prompt, completion) + out = tokenizer(total) + input_ids = out["input_ids"] + return [ + input_ids[i * segment_max_length : (i + 1) * segment_max_length] + for i in range(math.ceil(len(input_ids) / segment_max_length)) + ] + + return preprocess_instruct_code + + if __name__ == "__main__": import sentencepiece as spm - from datasets import IterableDataset from dataset.tokenizer import Tokenizer from dataset.data_iter import create_shard_kwargs, DataIter @@ -66,17 +158,21 @@ if __name__ == "__main__": model_file="configs/10w_vocab_wudao5_pile10.model" ) tokenizer = Tokenizer(sp_model) - patterns = ["data/instruction_data/part-belle_1M*.jsonl.zst"] + patterns = ["data/instruction_data/part-belle_multiturn_chat_0.8M-*.jsonl.zst"] paths = create_shard_kwargs(patterns) transform_dict = { + "self_instruct": preprocess_self_instruction_gen(tokenizer), "belle_1M": preprocess_belle_gen(tokenizer), "belle_0.5M": preprocess_belle_gen(tokenizer), - "self_instruct": preprocess_self_instruction_gen(tokenizer), + "belle_school_math_0.25M": preprocess_belle_gen(tokenizer), + "belle_multiturn_chat_0.8M": preprocess_belle_multiturn_chat_gen(tokenizer), + "instruct_to_code": preprocess_instruct_code_gen(tokenizer), + "sharegpt_90K": preprocess_sharegpt_gen(tokenizer), } data_set = DataIter( paths, transform_dict=transform_dict, concat_docs=True, max_length=1024 ) for i, sample in enumerate(data_set): - print(sample, sp_model.Decode(sample)) - if i == 20: + print(sp_model.decode(sample)) + if i == 1: break diff --git a/inctruction_tuning.py b/inctruction_tuning.py index 918d56e..9ef01aa 100644 --- a/inctruction_tuning.py +++ b/inctruction_tuning.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-30 21:35:01 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-04-05 22:47:25 +LastEditTime: 2023-04-06 03:35:31 FilePath: /Open-Llama/inctruction_tuning.py Description: @@ -27,6 +27,9 @@ from dataset.collate_fn import collate_fn_gen from dataset.instruction_dataset import ( preprocess_belle_gen, preprocess_self_instruction_gen, + preprocess_belle_multiturn_chat_gen, + preprocess_instruct_code_gen, + preprocess_sharegpt_gen, ) from configs.instruction_tuning_config import * @@ -45,9 +48,13 @@ tokenizer = Tokenizer(sp_model) paths = create_shard_kwargs(patterns, repeat=3) random.shuffle(paths) transform_dict = { - "belle_1M": preprocess_belle_gen(tokenizer, max_length), - "belle_0.5M": preprocess_belle_gen(tokenizer, max_length), - "self_instruct": preprocess_self_instruction_gen(tokenizer, max_length), + "self_instruct": preprocess_self_instruction_gen(tokenizer), + "belle_1M": preprocess_belle_gen(tokenizer), + "belle_0.5M": preprocess_belle_gen(tokenizer), + "belle_school_math_0.25M": preprocess_belle_gen(tokenizer), + "belle_multiturn_chat_0.8M": preprocess_belle_multiturn_chat_gen(tokenizer), + "instruct_to_code": preprocess_instruct_code_gen(tokenizer), + "sharegpt_90K": preprocess_sharegpt_gen(tokenizer), } data_set = DataIter( paths, From 1a731953da49e15ec351f9e6982644f716ce1e6d Mon Sep 17 00:00:00 2001 From: LiangSong Date: Fri, 7 Apr 2023 10:04:05 +0800 Subject: [PATCH 4/6] update server --- chat_server.py | 79 ++++++++++++++++++++++++++++++ dataset/tokenizer.py | 34 ++++++++++--- server.py | 4 +- speed_test.py | 114 +++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 222 insertions(+), 9 deletions(-) create mode 100644 chat_server.py create mode 100644 speed_test.py diff --git a/chat_server.py b/chat_server.py new file mode 100644 index 0000000..ae86df3 --- /dev/null +++ b/chat_server.py @@ -0,0 +1,79 @@ +""" +Author: LiangSong(sl12160010@gmail.com) +Date: 2023-04-06 22:30:10 +LastEditors: LiangSong(sl12160010@gmail.com) +LastEditTime: 2023-04-06 23:13:54 +FilePath: /Open-Llama/chat_server.py +Description: + +Copyright (c) 2023 by LiangSong(sl12160010@gmail.com), All Rights Reserved. +""" +import torch +import gradio as gr +import sentencepiece as spm +from dataset.tokenizer import Tokenizer +from transformers import LlamaForCausalLM, LlamaConfig + + +sp_model = spm.SentencePieceProcessor( + model_file="configs/10w_vocab_wudao5_pile10.model" +) +tokenizer = Tokenizer(sp_model) +raw_model = LlamaForCausalLM( + LlamaConfig( + vocab_size=tokenizer.vocab_size, + initializer_range=0.01, + pad_token_id=tokenizer.pad_id, + rms_norm_eps=1e-5, + hidden_dropout_prob=0.1, + attention_dropout_prob=0.1, + use_stable_embedding=True, + shared_input_output_embedding=True, + ) +) +ckpt = torch.load( + "data/saved_ckpt/instruction_tuning_3_epochs/37001.pt", map_location="cpu" +) +raw_model.load_state_dict(ckpt) +raw_model.eval() +model = raw_model.cuda() +print("ready") + +with gr.Blocks() as demo: + chatbot = gr.Chatbot() + msg = gr.Textbox() + clear = gr.Button("Clear") + + def user(user_message, history): + return "", history + [[user_message, None]] + + def bot(history): + context = [] + round = 0 + for prompt, completion in history: + round += 1 + if completion is None: + inputs = 'user:{}\nsystem:'.format(prompt) + inputs = tokenizer(inputs, return_tensors=True, add_special_tokens=False) + context.append(inputs['input_ids']) + else: + inputs = 'user:{}\nsystem:{}'.format(prompt, completion) + inputs = tokenizer(inputs, return_tensors=True, add_special_tokens=True) + context.append(inputs['input_ids']) + context = torch.cat(context, dim=-1) + context = context[:, -1024: ] + inputs_len = context.shape[1] + context = context.cuda() + pred = model.generate(input_ids=context, max_new_tokens=512, do_sample=True) + pred = pred[:, inputs_len:] + pred = tokenizer.decode(pred.cpu())[0] + bot_message = pred + history[-1][1] = bot_message + return history + + msg.submit(user, [msg, chatbot], [msg, chatbot], queue=False).then( + bot, chatbot, chatbot + ) + clear.click(lambda: None, None, chatbot, queue=False) + +demo.launch() diff --git a/dataset/tokenizer.py b/dataset/tokenizer.py index 5daee60..59f32f2 100644 --- a/dataset/tokenizer.py +++ b/dataset/tokenizer.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-20 21:39:47 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-04-05 22:35:01 +LastEditTime: 2023-04-06 23:01:50 FilePath: /Open-Llama/dataset/tokenizer.py Description: @@ -145,14 +145,34 @@ class Tokenizer: out["attention_mask"] = attention_mask return out - def decode(self, inputs): + def decode(self, inputs, max_rounds=None): inputs = inputs.tolist() out = [] - for i in inputs: - if self.eos_id in i: - eos_idx = i.index(self.eos_id) - i = i[:eos_idx] - out.append(i) + for i, ids in enumerate(inputs): + count = 0 + flag = False + for j, token in enumerate(ids): + if token == self.eos_id: + if max_rounds is None: + flag = True + break + elif isinstance(max_rounds, int): + if count < max_rounds: + count += 1 + else: + flag = True + break + elif isinstance(max_rounds, list): + if count < max_rounds[i]: + count += 1 + else: + flag = True + break + if flag: + ids = ids[: j] + else: + ids = ids + out.append(ids) out = self.sp_model.Decode(out) return out diff --git a/server.py b/server.py index 609c3ab..5d4ea82 100644 --- a/server.py +++ b/server.py @@ -2,7 +2,7 @@ Author: LiangSong(sl12160010@gmail.com) Date: 2023-03-31 13:26:15 LastEditors: LiangSong(sl12160010@gmail.com) -LastEditTime: 2023-04-05 21:47:54 +LastEditTime: 2023-04-06 03:45:44 FilePath: /Open-Llama/server.py Description: @@ -43,7 +43,7 @@ print("ready") def question_answer(prompt): print(prompt) - raw_inputs = "user:{}system:".format(prompt) + raw_inputs = "user:{}\nsystem:".format(prompt) inputs_len = len(raw_inputs) inputs = tokenizer(raw_inputs, return_tensors=True, add_special_tokens=False) for k, v in inputs.items(): diff --git a/speed_test.py b/speed_test.py new file mode 100644 index 0000000..3b884ed --- /dev/null +++ b/speed_test.py @@ -0,0 +1,114 @@ +# import time +# import torch +# from colossalai.nn.optimizer import HybridAdam +# from deepspeed.ops.adam import FusedAdam +# from transformers import LlamaForCausalLM, LlamaConfig +# import lightning.pytorch as pl + +# # define the LightningModule +# class LitAutoEncoder(pl.LightningModule): +# def __init__(self): +# super().__init__() + +# def training_step(self, inputs, batch_idx): +# # training_step defines the train loop. +# # it is independent of forward +# # print(inputs.shape) +# out = self.model(input_ids=inputs, labels=inputs) +# loss = out.loss +# return loss + +# def configure_optimizers(self): +# optimizer = HybridAdam(self.parameters(), lr=1e-5) +# return optimizer + +# def configure_sharded_model(self): +# self.model = LlamaForCausalLM( +# LlamaConfig( +# vocab_size=32000, +# initializer_range=0.001, +# pad_token_id=0, +# rms_norm_eps=1e-5, +# hidden_dropout_prob=0.1, +# attention_dropout_prob=0.1, +# use_stable_embedding=False, +# shared_input_output_embedding=False, +# ) +# ) + + +# # init the autoencoder +# autoencoder = LitAutoEncoder() +# trainer = pl.Trainer(limit_train_batches=500, max_epochs=1, accelerator='gpu', devices=8, strategy="colossalai", precision=16) +# class FakeSet(torch.utils.data.Dataset): +# def __getitem__(self, idx): +# return torch.randint(0, 32000, (2048, )) + +# def __len__(self): +# return 10000 +# train_loader = torch.utils.data.DataLoader(FakeSet(), batch_size=1) +# trainer.fit(model=autoencoder, train_dataloaders=train_loader) + + +# import time +# import torch +# from accelerate import Accelerator +# from deepspeed.ops.adam import FusedAdam +# from transformers import LlamaForCausalLM, LlamaConfig + + +# accelerator = Accelerator() +# raw_model = LlamaForCausalLM( +# LlamaConfig( +# vocab_size=32000, +# initializer_range=0.001, +# pad_token_id=0, +# rms_norm_eps=1e-5, +# hidden_dropout_prob=0.1, +# attention_dropout_prob=0.1, +# use_stable_embedding=False, +# shared_input_output_embedding=False, +# ) +# ) +# optimizer = FusedAdam(raw_model.parameters(), lr=1e-5) + +# import random +# import sentencepiece as spm +# from dataset.tokenizer import Tokenizer +# from dataset.data_iter import create_shard_kwargs, DataIter +# from torch.utils.data import DataLoader + +# max_length = 2048 +# tokenizer_model_path = 'configs/10w_vocab_wudao5_pile10.model' +# sp_model = spm.SentencePieceProcessor(model_file=tokenizer_model_path) +# tokenizer = Tokenizer(sp_model) + +# paths = create_shard_kwargs(['1*']) +# random.shuffle(paths) +# data_set = DataIter( +# paths +# ) +# train_loader = DataLoader( +# data_set, +# batch_size=1 +# ) + +# model, optimizer, train_loader = accelerator.prepare(raw_model, optimizer, train_loader) +# inputs = torch.randint(0, 32000, (1, 2048), device=accelerator.device) + + +# for i in range(10): +# optimizer.zero_grad() +# out = model(input_ids=inputs, labels=inputs) +# loss = out.loss +# accelerator.backward(loss) +# optimizer.step() +# start_time = time.time() +# for i in range(500): +# optimizer.zero_grad() +# out = model(input_ids=inputs, labels=inputs) +# loss = out.loss +# accelerator.backward(loss) +# optimizer.step() +# end_time = time.time() +# accelerator.print(end_time - start_time) \ No newline at end of file From f4ba4b6ff267c44df00a58f8b05b057a12d89e2e Mon Sep 17 00:00:00 2001 From: LiangSong Date: Fri, 7 Apr 2023 23:19:42 +0800 Subject: [PATCH 5/6] update chinese readme --- README.md | 24 ++++++++++++++++++----- assets/multiturn_chat.jpeg | Bin 0 -> 829847 bytes chat_server.py | 39 +++++++++++++++++++++++++++++++++---- 3 files changed, 54 insertions(+), 9 deletions(-) create mode 100644 assets/multiturn_chat.jpeg diff --git a/README.md b/README.md index f0a1fa8..1a67fe9 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ * @Author: LiangSong(sl12160010@gmail.com) * @Date: 2023-03-10 21:18:35 * @LastEditors: LiangSong(sl12160010@gmail.com) - * @LastEditTime: 2023-04-02 21:32:26 + * @LastEditTime: 2023-04-07 23:19:21 * @FilePath: /Open-Llama/README.md * @Description: * @@ -16,7 +16,8 @@ Open-Llama是一个开源项目,提供了一整套用于构建大型语言模 ## 进展 -虽然还没有完整的预训练完,但是我们先使用40K step预训练的模型进行了Instruction-tuning,模型可以服从简单的命令。目前没有多轮对话能力 +我们完成了300B token的预训练,总共训练80 K step,Global Batch Size和Llama中一致为4M。 +使用总共7部分数据构成Instruction-tuning数据,模型具有一定的编程能力、数学能力和多轮对话能力,具体数据见Instruction-Tuning部分。 [Demo](http://home.ustc.edu.cn/~sl9292/) @@ -25,6 +26,9 @@ Open-Llama是一个开源项目,提供了一整套用于构建大型语言模 本模型的效果如下图,更多结果还待进一步测试。由于国内网络问题,使用上面的Demo可能出现请求丢失的情况,如长时间无响应可刷新重试 ![image1](assets/image1.png)![image2](assets/image2.png)![image3](assets/image3.png) +下面是一个关于代码的多轮对话能力的展示 + +![image4](assets/multiturn_chat.jpeg) 我们简单预估一下达到上面效果的一个花费,训练40K step使用了1.5亿条预训练数据,大约为110B token,总共训练时间76h,按Google Cloud的A100报价花费大约为19152美元。后续的Instruction-tuning训练了12k Step,使用1.6M条数据,总共训练时间3.4h,大约花费342美元。因此从0开始训练一个这样的模型总花费不到20000美元。 目前模型在数学方面和代码方面表现明显较差,这一方面和训练数据有关,另一方面我认为也是模型大小所造成的,然而这方面的逻辑推理能力是一个可用的模型所必备,因此后续更新会关注提升相关能力。 @@ -166,12 +170,17 @@ Total mult-adds (G): 6.89 我们使用目前开源的三个数据集进行Instruction-tuning,后续会加入更多的任务以及自己构建的数据集。 - [yizhongw/self_instruct](https://huggingface.co/datasets/yizhongw/self_instruct) -- [BelleGroup/generated_train_0.5M_CN](https://huggingface.co/datasets/BelleGroup/generated_train_0.5M_CN) -- [BelleGroup/generated_train_1M_CN](https://huggingface.co/datasets/BelleGroup/generated_train_1M_CN) +- [BelleGroup/train_0.5M_CN](https://huggingface.co/datasets/BelleGroup/train_0.5M_CN) +- [BelleGroup/train_1M_CN](https://huggingface.co/datasets/BelleGroup/train_1M_CN) +- [BelleGroup/multiturn_chat_0.8M](https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M) +- [BelleGroup/school_math_0.25M](https://huggingface.co/datasets/BelleGroup/school_math_0.25M) +- [RyokoAI/ShareGPT52K](https://huggingface.co/datasets/RyokoAI/ShareGPT52K) +- [Graverman/Instruct-to-Code](https://huggingface.co/datasets/Graverman/Instruct-to-Code) +其中ShareGPT52K数据在datastes的处理有些问题,我们直接下载原数据重新进行了处理。 我们对原始数据进行了一些预处理,格式如下 ``` -user: {prompt}system: {completion} +user: {prompt}\nsystem: {completion} ``` 具体训练代码和预训练基本一样,代码可见 @@ -195,7 +204,12 @@ accelerate launch --config_file configs/default_config.yaml instruction_tuning.p 过程中Loss如下,基本在波动不怎么下降 ![loss](assets/instruct_loss.png) ### RLHF +暂无 +### Server +单轮对话使用server.py,对于多轮对话使用chat_server.py + +基于Gradio开发。 ## 性能对比 ### 训练框架 diff --git a/assets/multiturn_chat.jpeg b/assets/multiturn_chat.jpeg new file mode 100644 index 0000000000000000000000000000000000000000..7655050c591e345927fa1c0c6324fd3fa7291fb3 GIT binary patch literal 829847 zcmeFa2UOEdw=WzEDv0!6MCrYE5ELmAAVBCPAl(3=_o^r;9YR7c3Iq%gkU&C*N2+w` z9qCA~QUu}SIp=+z_r2$=?^}1R``vZUy~{tW{4?Y?d-m+i>^*zWo;BpG^^s4l~cKu1@e~rRb?aMy^i1=?@V+C9%zjlNC+GQ(%<%-Gc 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z;||GgK@Ym*rgZI@yYgyu`gX?=&?PWRK$gIY19}OlN&qMTc7bsM>?L4T0^9rdZVd2H zfYStAOW=S5ngTE' + else: + lines[i] = '' + else: + if i > 0: + lines[i] = "
    " + line.replace("<", "<").replace(">", ">") + return "".join(lines) + with gr.Blocks() as demo: + gr.Markdown( + """ + # [Open-Llama](https://github.com/Bayes-Song/Open-Llama) + 完全使用Open-Llama项目从0开始训练的Instruct-GPT模型,当长时间无响应(如20s以上)可刷新重试。 + + Instruct-GPT model is trained from scratch using the Open-Llama project without relying on any other pre-trained models. If there is no response for a long time (such as more than 20 seconds), please refresh and try again. + """ + ) chatbot = gr.Chatbot() msg = gr.Textbox() clear = gr.Button("Clear") def user(user_message, history): + print(user_message) return "", history + [[user_message, None]] def bot(history): @@ -67,7 +89,8 @@ with gr.Blocks() as demo: pred = model.generate(input_ids=context, max_new_tokens=512, do_sample=True) pred = pred[:, inputs_len:] pred = tokenizer.decode(pred.cpu())[0] - bot_message = pred + print(pred) + bot_message = parse_codeblock(pred) history[-1][1] = bot_message return history @@ -75,5 +98,13 @@ with gr.Blocks() as demo: bot, chatbot, chatbot ) clear.click(lambda: None, None, chatbot, queue=False) + gr.Markdown( + """ + 当前体验服务生成的所有内容都是由人工智能模型生成,我们对其生成内容的准确性、完整性和功能性不做任何保证,并且其生成的内容不代表我们的态度或观点。 -demo.launch() + 联系方式: sl12160010@gmail.com 对于该项目有任何意见和建议都欢迎联系我. + Contact information: sl12160010@gmail.com. Any opinions or suggestions regarding the project are welcome to be addressed to me through this email. + """ + ) + +demo.launch(share=True) From c67d365db3be798ef346e29321871597af4cd285 Mon Sep 17 00:00:00 2001 From: LiangSong Date: Fri, 7 Apr 2023 23:20:20 +0800 Subject: [PATCH 6/6] update format --- chat_server.py | 23 +++++---- dataset/tokenizer.py | 2 +- speed_test.py | 114 ------------------------------------------- 3 files changed, 15 insertions(+), 124 deletions(-) delete mode 100644 speed_test.py diff --git a/chat_server.py b/chat_server.py index d438230..1b0f043 100644 --- a/chat_server.py +++ b/chat_server.py @@ -32,13 +32,15 @@ raw_model = LlamaForCausalLM( ) ) ckpt = torch.load( - "data/saved_ckpt/instruction_tuning_math_code_multiturn/36001.pt", map_location="cpu" + "data/saved_ckpt/instruction_tuning_math_code_multiturn/36001.pt", + map_location="cpu", ) raw_model.load_state_dict(ckpt) raw_model.eval() model = raw_model.cuda() print("ready") + def parse_codeblock(text): lines = text.split("\n") for i, line in enumerate(lines): @@ -46,12 +48,13 @@ def parse_codeblock(text): if line != "```": lines[i] = f'

    '
                 else:
    -                lines[i] = '
    ' + lines[i] = "" else: if i > 0: lines[i] = "
    " + line.replace("<", "<").replace(">", ">") return "".join(lines) + with gr.Blocks() as demo: gr.Markdown( """ @@ -75,15 +78,17 @@ with gr.Blocks() as demo: for prompt, completion in history: round += 1 if completion is None: - inputs = 'user:{}\nsystem:'.format(prompt) - inputs = tokenizer(inputs, return_tensors=True, add_special_tokens=False) - context.append(inputs['input_ids']) + inputs = "user:{}\nsystem:".format(prompt) + inputs = tokenizer( + inputs, return_tensors=True, add_special_tokens=False + ) + context.append(inputs["input_ids"]) else: - inputs = 'user:{}\nsystem:{}'.format(prompt, completion) + inputs = "user:{}\nsystem:{}".format(prompt, completion) inputs = tokenizer(inputs, return_tensors=True, add_special_tokens=True) - context.append(inputs['input_ids']) + context.append(inputs["input_ids"]) context = torch.cat(context, dim=-1) - context = context[:, -1024: ] + context = context[:, -1024:] inputs_len = context.shape[1] context = context.cuda() pred = model.generate(input_ids=context, max_new_tokens=512, do_sample=True) @@ -99,7 +104,7 @@ with gr.Blocks() as demo: ) clear.click(lambda: None, None, chatbot, queue=False) gr.Markdown( - """ + """ 当前体验服务生成的所有内容都是由人工智能模型生成,我们对其生成内容的准确性、完整性和功能性不做任何保证,并且其生成的内容不代表我们的态度或观点。 联系方式: sl12160010@gmail.com 对于该项目有任何意见和建议都欢迎联系我. diff --git a/dataset/tokenizer.py b/dataset/tokenizer.py index 59f32f2..4a11aab 100644 --- a/dataset/tokenizer.py +++ b/dataset/tokenizer.py @@ -169,7 +169,7 @@ class Tokenizer: flag = True break if flag: - ids = ids[: j] + ids = ids[:j] else: ids = ids out.append(ids) diff --git a/speed_test.py b/speed_test.py deleted file mode 100644 index 3b884ed..0000000 --- a/speed_test.py +++ /dev/null @@ -1,114 +0,0 @@ -# import time -# import torch -# from colossalai.nn.optimizer import HybridAdam -# from deepspeed.ops.adam import FusedAdam -# from transformers import LlamaForCausalLM, LlamaConfig -# import lightning.pytorch as pl - -# # define the LightningModule -# class LitAutoEncoder(pl.LightningModule): -# def __init__(self): -# super().__init__() - -# def training_step(self, inputs, batch_idx): -# # training_step defines the train loop. -# # it is independent of forward -# # print(inputs.shape) -# out = self.model(input_ids=inputs, labels=inputs) -# loss = out.loss -# return loss - -# def configure_optimizers(self): -# optimizer = HybridAdam(self.parameters(), lr=1e-5) -# return optimizer - -# def configure_sharded_model(self): -# self.model = LlamaForCausalLM( -# LlamaConfig( -# vocab_size=32000, -# initializer_range=0.001, -# pad_token_id=0, -# rms_norm_eps=1e-5, -# hidden_dropout_prob=0.1, -# attention_dropout_prob=0.1, -# use_stable_embedding=False, -# shared_input_output_embedding=False, -# ) -# ) - - -# # init the autoencoder -# autoencoder = LitAutoEncoder() -# trainer = pl.Trainer(limit_train_batches=500, max_epochs=1, accelerator='gpu', devices=8, strategy="colossalai", precision=16) -# class FakeSet(torch.utils.data.Dataset): -# def __getitem__(self, idx): -# return torch.randint(0, 32000, (2048, )) - -# def __len__(self): -# return 10000 -# train_loader = torch.utils.data.DataLoader(FakeSet(), batch_size=1) -# trainer.fit(model=autoencoder, train_dataloaders=train_loader) - - -# import time -# import torch -# from accelerate import Accelerator -# from deepspeed.ops.adam import FusedAdam -# from transformers import LlamaForCausalLM, LlamaConfig - - -# accelerator = Accelerator() -# raw_model = LlamaForCausalLM( -# LlamaConfig( -# vocab_size=32000, -# initializer_range=0.001, -# pad_token_id=0, -# rms_norm_eps=1e-5, -# hidden_dropout_prob=0.1, -# attention_dropout_prob=0.1, -# use_stable_embedding=False, -# shared_input_output_embedding=False, -# ) -# ) -# optimizer = FusedAdam(raw_model.parameters(), lr=1e-5) - -# import random -# import sentencepiece as spm -# from dataset.tokenizer import Tokenizer -# from dataset.data_iter import create_shard_kwargs, DataIter -# from torch.utils.data import DataLoader - -# max_length = 2048 -# tokenizer_model_path = 'configs/10w_vocab_wudao5_pile10.model' -# sp_model = spm.SentencePieceProcessor(model_file=tokenizer_model_path) -# tokenizer = Tokenizer(sp_model) - -# paths = create_shard_kwargs(['1*']) -# random.shuffle(paths) -# data_set = DataIter( -# paths -# ) -# train_loader = DataLoader( -# data_set, -# batch_size=1 -# ) - -# model, optimizer, train_loader = accelerator.prepare(raw_model, optimizer, train_loader) -# inputs = torch.randint(0, 32000, (1, 2048), device=accelerator.device) - - -# for i in range(10): -# optimizer.zero_grad() -# out = model(input_ids=inputs, labels=inputs) -# loss = out.loss -# accelerator.backward(loss) -# optimizer.step() -# start_time = time.time() -# for i in range(500): -# optimizer.zero_grad() -# out = model(input_ids=inputs, labels=inputs) -# loss = out.loss -# accelerator.backward(loss) -# optimizer.step() -# end_time = time.time() -# accelerator.print(end_time - start_time) \ No newline at end of file