ColossalAI

Commit Graph

Author	SHA1	Message	Date
Jianghai	730103819d	[Inference]Fused kv copy into rotary calculation (#5383 ) * revise rotary embedding * remove useless print * adapt * fix * add * fix * modeling * fix * fix * fix * fused kv copy * fused copy * colossalai/kernel/triton/no_pad_rotary_embedding.py * del padding llama * del	9 months ago
yuehuayingxueluo	8c69debdc7	[Inference]Support vllm testing in benchmark scripts (#5379 ) * add vllm benchmark scripts * fix code style * update run_benchmark.sh * fix code style	10 months ago
Frank Lee	8106ede07f	Revert "[Inference] Adapt to Fused rotary (#5348 )" (#5373 ) This reverts commit `9f4ab2eb92`.	10 months ago
Jianghai	9f4ab2eb92	[Inference] Adapt to Fused rotary (#5348 ) * revise rotary embedding * remove useless print * adapt * fix * add * fix * modeling * fix * fix * fix	10 months ago
yuehuayingxueluo	631862f339	[Inference]Optimize generation process of inference engine (#5356 ) * opt inference engine * fix run_benchmark.sh * fix generate in engine.py * rollback tesh_inference_engine.py	10 months ago
yuehuayingxueluo	21ad4a27f9	[Inference/opt]Optimize the mid tensor of RMS Norm (#5350 ) * opt rms_norm * fix bugs in rms_layernorm	10 months ago
yuehuayingxueluo	249644c23b	[Inference]Repalce Attention layer and MLP layer by shardformer to optimize the weight transpose operation，add fused_qkv and fused linear_add (#5340 ) * add fused qkv * replace attn and mlp by shardformer * fix bugs in mlp * add docstrings * fix test_inference_engine.py * add optimize unbind * add fused_addmm * rm squeeze(1) * refactor codes * fix ci bugs * rename ShardFormerLlamaMLP and ShardFormerLlamaAttention * Removed the dependency on LlamaFlashAttention2 * rollback test_inference_engine.py	10 months ago
digger yu	71321a07cf	fix typo change dosen't to doesn't (#5308 )	10 months ago
yuehuayingxueluo	4f28cb43c0	[inference]Optimize the usage of the mid tensors space in flash attn (#5304 ) * opt flash attn * opt tmp tensor * fix benchmark_llama * fix code style * fix None logic for output tensor * fix adapted to get_xine_cache * add comment * fix ci bugs * fix some codes * rm duplicated codes * rm duplicated codes * fix code style * add _get_dtype in config.py	10 months ago
Frank Lee	7cfed5f076	[feat] refactored extension module (#5298 ) * [feat] refactored extension module * polish * polish * polish * polish * polish * polish * polish * polish * polish * polish	10 months ago
digger yu	bce9499ed3	fix some typo (#5307 )	10 months ago
yuehuayingxueluo	bfff9254ac	[inference] Adapted to Rotary Embedding and RMS Norm (#5283 ) * adapted to rotary_embedding * adapted to nopad rms norm * fix bugs in benchmark * fix flash_decoding.py	10 months ago
flybird11111	f7e3f82a7e	fix llama pretrain (#5287 )	10 months ago
Jianghai	9e2342bde2	[Hotfix] Fix bugs in testing continuous batching (#5270 ) * fix bug * fix bugs * fix bugs * fix bugs and add padding * add funcs and fix bugs * fix typos * fix bugs * add func	10 months ago
yuehuayingxueluo	86b63f720c	[Inference]Adapted to the triton attn kernels (#5264 ) * adapted to the triton attn kernels * fix pad input * adapted to copy_kv_to_blocked_cache * fix ci test * update kv memcpy * remove print	10 months ago
Wenhao Chen	ef4f0ee854	[hotfix]: add pp sanity check and fix mbs arg (#5268 ) * fix: fix misleading mbs arg * feat: add pp sanity check * fix: fix 1f1b sanity check	10 months ago
binmakeswell	c174c4fc5f	[doc] fix doc typo (#5256 ) * [doc] fix annotation display * [doc] fix llama2 doc	11 months ago
Hongxin Liu	d202cc28c0	[npu] change device to accelerator api (#5239 ) * update accelerator * fix timer * fix amp * update * fix * update bug * add error raise * fix autocast * fix set device * remove doc accelerator * update doc * update doc * update doc * use nullcontext * update cpu * update null context * change time limit for example * udpate * update * update * update * [npu] polish accelerator code --------- Co-authored-by: Xuanlei Zhao <xuanlei.zhao@gmail.com> Co-authored-by: zxl <43881818+oahzxl@users.noreply.github.com>	11 months ago
Xuanlei Zhao	dd2c28a323	[npu] use extension for op builder (#5172 ) * update extension * update cpu adam * update is * add doc for cpu adam * update kernel * update commit * update flash * update memory efficient * update flash attn * update flash attention loader * update api * fix * update doc * update example time limit * reverse change * fix doc * remove useless kernel * fix * not use warning * update * update	11 months ago
Wenhao Chen	3c0d82b19b	[pipeline]: support arbitrary batch size in forward_only mode (#5201 ) * fix: remove drop last in val & test dataloader * feat: add run_forward_only, support arbitrary bs * chore: modify ci script	11 months ago
Wenhao Chen	4fa689fca1	[pipeline]: fix p2p comm, add metadata cache and support llama interleaved pp (#5134 ) * test: add more p2p tests * fix: remove send_forward_recv_forward as p2p op list need to use the same group * fix: make send and receive atomic * feat: update P2PComm fn * feat: add metadata cache in 1f1b * feat: add metadata cache in interleaved pp * feat: modify is_xx_stage fn * revert: add _broadcast_object_list * feat: add interleaved pp in llama policy * feat: set NCCL_BUFFSIZE in HybridParallelPlugin	11 months ago
flybird11111	21aa5de00b	[gemini] hotfix NaN loss while using Gemini + tensor_parallel (#5150 ) * fix aaa fix fix fix * fix * fix * test ci * fix ci fix	12 months ago
binmakeswell	177c79f2d1	[doc] add moe news (#5128 ) * [doc] add moe news * [doc] add moe news * [doc] add moe news	12 months ago
Wenhao Chen	7172459e74	[shardformer]: support gpt-j, falcon, Mistral and add interleaved pipeline for bert (#5088 ) * [shardformer] implement policy for all GPT-J models and test * [shardformer] support interleaved pipeline parallel for bert finetune * [shardformer] shardformer support falcon (#4883) * [shardformer]: fix interleaved pipeline for bert model (#5048) * [hotfix]: disable seq parallel for gptj and falcon, and polish code (#5093) * Add Mistral support for Shardformer (#5103) * [shardformer] add tests to mistral (#5105) --------- Co-authored-by: Pengtai Xu <henryxu880@gmail.com> Co-authored-by: ppt0011 <143150326+ppt0011@users.noreply.github.com> Co-authored-by: flybird11111 <1829166702@qq.com> Co-authored-by: eric8607242 <e0928021388@gmail.com>	12 months ago
digger yu	d5661f0f25	[nfc] fix typo change directoty to directory (#5111 )	1 year ago
Xuanlei Zhao	3acbf6d496	[npu] add npu support for hybrid plugin and llama (#5090 ) * llama 3d * update * fix autocast	1 year ago
flybird11111	aae496631c	[shardformer]fix flash attention, when mask is casual, just don't unpad it (#5084 ) * fix flash attn * fix fix	1 year ago
Hongxin Liu	1cd7efc520	[inference] refactor examples and fix schedule (#5077 ) * [setup] refactor infer setup * [hotfix] fix infenrece behavior on 1 1 gpu * [exmaple] refactor inference examples	1 year ago
Bin Jia	4e3959d316	[hotfix/hybridengine] Fix init model with random parameters in benchmark (#5074 ) * fix init model with random parameters * fix example	1 year ago
github-actions[bot]	8921a73c90	[format] applied code formatting on changed files in pull request 5067 (#5072 ) Co-authored-by: github-actions <github-actions@github.com>	1 year ago
Xu Kai	fb103cfd6e	[inference] update examples and engine (#5073 ) * update examples and engine * fix choices * update example	1 year ago
Hongxin Liu	e5ce4c8ea6	[npu] add npu support for gemini and zero (#5067 ) * [npu] setup device utils (#5047) * [npu] add npu device support * [npu] support low level zero * [test] update npu zero plugin test * [hotfix] fix import * [test] recover tests * [npu] gemini support npu (#5052) * [npu] refactor device utils * [gemini] support npu * [example] llama2+gemini support npu * [kernel] add arm cpu adam kernel (#5065) * [kernel] add arm cpu adam * [optim] update adam optimizer * [kernel] arm cpu adam remove bf16 support	1 year ago
Cuiqing Li (李崔卿)	bce919708f	[Kernels]added flash-decoidng of triton (#5063 ) * added flash-decoidng of triton based on lightllm kernel * add req * clean * clean * delete build.sh --------- Co-authored-by: cuiqing.li <lixx336@gmail.com>	1 year ago
Xu Kai	fd6482ad8c	[inference] Refactor inference architecture (#5057 ) * [inference] support only TP (#4998) * support only tp * enable tp * add support for bloom (#5008) * [refactor] refactor gptq and smoothquant llama (#5012) * refactor gptq and smoothquant llama * fix import error * fix linear import torch-int * fix smoothquant llama import error * fix import accelerate error * fix bug * fix import smooth cuda * fix smoothcuda * [Inference Refactor] Merge chatglm2 with pp and tp (#5023) merge chatglm with pp and tp * [Refactor] remove useless inference code (#5022) * remove useless code * fix quant model * fix test import bug * mv original inference legacy * fix chatglm2 * [Refactor] refactor policy search and quant type controlling in inference (#5035) * [Refactor] refactor policy search and quant type controling in inference * [inference] update readme (#5051) * update readme * update readme * fix architecture * fix table * fix table * [inference] udpate example (#5053) * udpate example * fix run.sh * fix rebase bug * fix some errors * update readme * add some features * update interface * update readme * update benchmark * add requirements-infer --------- Co-authored-by: Bin Jia <45593998+FoolPlayer@users.noreply.github.com> Co-authored-by: Zhongkai Zhao <kanezz620@gmail.com>	1 year ago
flybird11111	bc09b95f50	[exampe] fix llama example' loss error when using gemini plugin (#5060 ) fix llama example	1 year ago
Elsa Granger	b2ad0d9e8f	[pipeline,shardformer] Fix p2p efficiency in pipeline, allow skipping loading weight not in weight_map when `strict=False`, fix llama flash attention forward, add flop estimation by megatron in llama benchmark (#5017 ) * Use p2p * Cannot bidirectonal send p2p * Refactor tensor creation and serialization in P2P communication * Fix llama forward args in flash attention * Add flop estimate from megatron * Support loading weight not in weight_map when strict=False in hybrid_parallel * Use send_forward_recv_backward, etc in 1f1b * Use dataclass for metdata Remove torch.cuda.synchronize() as suggested * Add comment about the torch.cuda.synchronize for potential error * Typo * Update hybrid_parallel_checkpoint_io.py * Update p2p.py * Update one_f_one_b.py * Update p2p.py --------- Co-authored-by: flybird11111 <1829166702@qq.com>	1 year ago
Cuiqing Li (李崔卿)	28052a71fb	[Kernels]Update triton kernels into 2.1.0 (#5046 ) * update flash-context-attention * adding kernels * fix * reset * add build script * add building process * add llama2 exmaple * add colossal-llama2 test * clean * fall back test setting * fix test file * clean * clean * clean --------- Co-authored-by: cuiqing.li <lixx336@gmail.com>	1 year ago
Zhongkai Zhao	70885d707d	[hotfix] Suport extra_kwargs in ShardConfig (#5031 ) * [refactor]: replace inference args with extra_kwargs in ShardConfig * modify shardconfig * polish code * fix policy bug in llama * fix bug in auto policy * remove setattr in ShardConfig	1 year ago
Wenhao Chen	724441279b	[moe]: fix ep/tp tests, add hierarchical all2all (#4982 ) * fix: add warning for EP different behavior * fix: use shard_data in ep & tp model * to: add used_capacity * fix: fix router test * feat: add create_ep_node_group * feat: add create_ep_hierarchical_group fn * feat: add HierarchicalAllToAll * test: add hierarchical all2all test * fix: fix test errors * fix: simplify create_ep_hierarchical_group * fix: add hierarchical_alltoall arg * fix: fix environ typo * revert: revert process mesh order * to: add todo mark * fix: skip hierarchical_comm if torch < 1.13.1	1 year ago
Xuanlei Zhao	f71e63b0f3	[moe] support optimizer checkpoint (#5015 ) * Refactor MoE Manager setup method * unshard optim ckpt * optim io * update transformer version * update requirements * update ckpt * update ckpt * update ckpt * fix engine * fix engine	1 year ago
Xuanlei Zhao	dc003c304c	[moe] merge moe into main (#4978 ) * update moe module * support openmoe	1 year ago
Cuiqing Li	459a88c806	[Kernels]Updated Triton kernels into 2.1.0 and adding flash-decoding for llama token attention (#4965 ) * adding flash-decoding * clean * adding kernel * adding flash-decoding * add integration * add * adding kernel * adding kernel * adding triton 2.1.0 features for inference * update bloom triton kernel * remove useless vllm kernels * clean codes * fix * adding files * fix readme * update llama flash-decoding --------- Co-authored-by: cuiqing.li <lixx336@gmail.com>	1 year ago
アマデウス	4e4a10c97d	updated c++17 compiler flags (#4983 )	1 year ago
Jianghai	c6cd629e7a	[Inference]ADD Bench Chatglm2 script (#4963 ) * add bench chatglm * fix bug and make utils --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>	1 year ago
Xu Kai	785802e809	[inference] add reference and fix some bugs (#4937 ) * add reference and fix some bugs * update gptq init --------- Co-authored-by: Xu Kai <xukai16@foxamil.com>	1 year ago
Cuiqing Li	3a41e8304e	[Refactor] Integrated some lightllm kernels into token-attention (#4946 ) * add some req for inference * clean codes * add codes * add some lightllm deps * clean codes * hello * delete rms files * add some comments * add comments * add doc * add lightllm deps * add lightllm cahtglm2 kernels * add lightllm cahtglm2 kernels * replace rotary embedding with lightllm kernel * add some commnets * add some comments * add some comments * add * replace fwd kernel att1 * fix a arg * add * add * fix token attention * add some comments * clean codes * modify comments * fix readme * fix bug * fix bug --------- Co-authored-by: cuiqing.li <lixx336@gmail.com> Co-authored-by: CjhHa1 <cjh18671720497@outlook.com>	1 year ago
Xu Kai	611a5a80ca	[inference] Add smmoothquant for llama (#4904 ) * [inference] add int8 rotary embedding kernel for smoothquant (#4843) * [inference] add smoothquant llama attention (#4850) * add smoothquant llama attention * remove uselss code * remove useless code * fix import error * rename file name * [inference] add silu linear fusion for smoothquant llama mlp (#4853) * add silu linear * update skip condition * catch smoothquant cuda lib exception * prcocess exception for tests * [inference] add llama mlp for smoothquant (#4854) * add llama mlp for smoothquant * fix down out scale * remove duplicate lines * add llama mlp check * delete useless code * [inference] add smoothquant llama (#4861) * add smoothquant llama * fix attention accuracy * fix accuracy * add kv cache and save pretrained * refactor example * delete smooth * refactor code * [inference] add smooth function and delete useless code for smoothquant (#4895) * add smooth function and delete useless code * update datasets * remove duplicate import * delete useless file * refactor codes (#4902) * rafactor code * add license * add torch-int and smoothquant license	1 year ago
Blagoy Simandoff	8aed02b957	[nfc] fix minor typo in README (#4846 )	1 year ago
Xu Kai	d1fcc0fa4d	[infer] fix test bug (#4838 ) * fix test bug * delete useless code * fix typo	1 year ago
Jianghai	013a4bedf0	[inference]fix import bug and delete down useless init (#4830 ) * fix import bug and release useless init * fix * fix * fix	1 year ago

1 2 3 4 5 ...

470 Commits (main)