ColossalAI

Commit Graph

Author	SHA1	Message	Date
Hongxin Liu	b3db1058ec	[release] update version (#6041 ) * [release] update version * [devops] update comp test * [devops] update comp test debug * [devops] debug comp test * [devops] debug comp test * [devops] debug comp test * [devops] debug comp test * [devops] debug comp test	3 months ago
flybird11111	2ddf624a86	[shardformer] upgrade transformers to 4.39.3 (#5815 ) * [shardformer]upgrade transformers for gpt2/gptj/whisper (#5807) * [shardformer] fix modeling of gpt2 and gptj * [shardformer] fix whisper modeling * [misc] update requirements --------- Co-authored-by: ver217 <lhx0217@gmail.com> * [shardformer]upgrade transformers for mistral (#5808) * upgrade transformers for mistral * fix * fix * [shardformer]upgrade transformers for llama (#5809) * update transformers fix * fix * fix * [inference] upgrade transformers (#5810) * update transformers fix * fix * fix * fix * fix * [gemini] update transformers for gemini (#5814) --------- Co-authored-by: ver217 <lhx0217@gmail.com>	6 months ago
Li Xingjian	8554585a5f	[Inference] Fix flash-attn import and add model test (#5794 ) * Fix torch int32 dtype Signed-off-by: char-1ee <xingjianli59@gmail.com> * Fix flash-attn import Signed-off-by: char-1ee <xingjianli59@gmail.com> * Add generalized model test Signed-off-by: char-1ee <xingjianli59@gmail.com> * Remove exposed path to model Signed-off-by: char-1ee <xingjianli59@gmail.com> * Add default value for use_flash_attn Signed-off-by: char-1ee <xingjianli59@gmail.com> * Rename model test Signed-off-by: char-1ee <xingjianli59@gmail.com> --------- Signed-off-by: char-1ee <xingjianli59@gmail.com>	6 months ago
char-1ee	b303976a27	Fix test import Signed-off-by: char-1ee <xingjianli59@gmail.com>	6 months ago
char-1ee	5f398fc000	Pass inference model shard configs for module init Signed-off-by: char-1ee <xingjianli59@gmail.com>	6 months ago
yuehuayingxueluo	b45000f839	[Inference]Add Streaming LLM (#5745 ) * Add Streaming LLM * add some parameters to llama_generation.py * verify streamingllm config * add test_streamingllm.py * modified according to the opinions of review * add Citation * change _block_tables tolist	6 months ago
Hongxin Liu	68359ed1e1	[release] update version (#5752 ) * [release] update version * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [devops] update compatibility test * [test] fix ddp plugin test * [test] fix gptj and rpc test * [devops] fix cuda ext compatibility * [inference] fix flash decoding test * [inference] fix flash decoding test	6 months ago
Yuanheng Zhao	b96c6390f4	[inference] Fix running time of test_continuous_batching (#5750 )	6 months ago
Steve Luo	7806842f2d	add paged-attetionv2: support seq length split across thread block (#5707 )	7 months ago
Runyu Lu	18d67d0e8e	[Feat]Inference RPC Server Support (#5705 ) * rpc support source * kv cache logical/physical disaggregation * sampler refactor * colossalai launch built in * Unitest * Rpyc support --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>	7 months ago
傅剑寒	50104ab340	[Inference/Feat] Add convert_fp8 op for fp8 test in the future (#5706 ) * add convert_fp8 op for fp8 test in the future * rerun ci	7 months ago
CjhHa1	bc9063adf1	resolve rebase conflicts on Branch feat/online-serving	7 months ago
Jianghai	61a1b2e798	[Inference] Fix bugs and docs for feat/online-server (#5598 ) * fix test bugs * add do sample test * del useless lines * fix comments * fix tests * delete version tag * delete version tag * add * del test sever * fix test * fix * Revert "add" This reverts commit `b9305fb024`.	7 months ago
Jianghai	c064032865	[Online Server] Chat Api for streaming and not streaming response (#5470 ) * fix bugs * fix bugs * fix api server * fix api server * add chat api and test * del request.n	7 months ago
Jianghai	de378cd2ab	[Inference] Finish Online Serving Test, add streaming output api, continuous batching test and example (#5432 ) * finish online test and add examples * fix test_contionus_batching * fix some bugs * fix bash * fix * fix inference * finish revision * fix typos * revision	7 months ago
Jianghai	69cd7e069d	[Inference] ADD async and sync Api server using FastAPI (#5396 ) * add api server * fix * add * add completion service and fix bug * add generation config * revise shardformer * fix bugs * add docstrings and fix some bugs * fix bugs and add choices for prompt template	7 months ago
yuehuayingxueluo	9c2fe7935f	[Inference]Adapt temperature processing logic (#5689 ) * Adapt temperature processing logic * add ValueError for top_p and top_k * add GQA Test * fix except_msg	7 months ago
Yuanheng Zhao	55cc7f3df7	[Fix] Fix Inference Example, Tests, and Requirements (#5688 ) * clean requirements * modify example inference struct * add test ci scripts * mark test_infer as submodule * rm deprecated cls & deps * import of HAS_FLASH_ATTN * prune inference tests to be run * prune triton kernel tests * increment pytest timeout mins * revert import path in openmoe	7 months ago
Yuanheng Zhao	8754abae24	[Fix] Fix & Update Inference Tests (compatibility w/ main)	7 months ago
Yuanheng Zhao	537a3cbc4d	[kernel] Support New KCache Layout - Triton Kernel (#5677 ) * kvmemcpy triton for new kcache layout * revise tests for new kcache layout * naive triton flash decoding - new kcache layout * rotary triton kernel - new kcache layout * remove redundancy - triton decoding * remove redundancy - triton kvcache copy * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>	7 months ago
Steve Luo	5cd75ce4c7	[Inference/Kernel] refactor kvcache manager and rotary_embedding and kvcache_memcpy oper… (#5663 ) * refactor kvcache manager and rotary_embedding and kvcache_memcpy operator * refactor decode_kv_cache_memcpy * enable alibi in pagedattention	7 months ago
yuehuayingxueluo	5f00002e43	[Inference] Adapt Baichuan2-13B TP (#5659 ) * adapt to baichuan2 13B * add baichuan2 13B TP * update baichuan tp logic * rm unused code * Fix TP logic * fix alibi slopes tp logic * rm nn.Module * Polished the code. * change BAICHUAN_MODEL_NAME_OR_PATH * Modified the logic for loading Baichuan weights. * fix typos	7 months ago
Yuanheng Zhao	5be590b99e	[kernel] Support new KCache Layout - Context Attention Triton Kernel (#5658 ) * add context attn triton kernel - new kcache layout * add benchmark triton * tiny revise * trivial - code style, comment	7 months ago
yuehuayingxueluo	3c91e3f176	[Inference]Adapt to baichuan2 13B (#5614 ) * adapt to baichuan2 13B * adapt to baichuan2 13B * change BAICHUAN_MODEL_NAME_OR_PATH * fix test_decoding_attn.py * Modifications based on review comments. * change BAICHUAN_MODEL_NAME_OR_PATH * mv attn mask processes to test flash decoding * mv get_alibi_slopes baichuan modeling * fix bugs in test_baichuan.py	7 months ago
Steve Luo	a8fd3b0342	[Inference/Kernel] Optimize paged attention: Refactor key cache layout (#5643 ) * optimize flashdecodingattention: refactor code with different key cache layout(from [num_blocks, num_kv_heads, block_size, head_size] to [num_blocks, num_kv_heads, head_size/x, block_size, x]) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>	7 months ago
yuehuayingxueluo	12f10d5b0b	[Fix/Inference]Fix CUDA Rotary Rmbedding GQA (#5623 ) * fix rotary embedding GQA * change test_rotary_embdding_unpad.py KH	7 months ago
Yuanheng Zhao	5d4c1fe8f5	[Fix/Inference] Fix GQA Triton and Support Llama3 (#5624 ) * [fix] GQA calling of flash decoding triton * fix kv cache alloc shape * fix rotary triton - GQA * fix sequence max length assigning * Sequence max length logic * fix scheduling and spec-dec * skip without import error * fix pytest - skip without ImportError --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>	7 months ago
Steve Luo	ccf72797e3	feat baichuan2 rmsnorm whose hidden size equals to 5120 (#5611 )	7 months ago
Runyu Lu	e37ee2fb65	[Feat]Tensor Model Parallel Support For Inference (#5563 ) * tensor parallel support naive source * [fix]precision, model load and refactor the framework * add tp unit test * docstring * fix do_sample	7 months ago
Steve Luo	be396ad6cc	[Inference/Kernel] Add Paged Decoding kernel, sequence split within the same thread block (#5531 ) * feat flash decoding for paged attention * refactor flashdecodingattention * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>	7 months ago
yuehuayingxueluo	56b222eff8	[inference/model]Adapted to the baichuan2-7B model (#5591 ) * Adapted to the baichuan2-7B model * modified according to the review comments. * Modified the method of obtaining random weights. * modified according to the review comments. * change mlp layewr 'NOTE'	8 months ago
Yuanheng Zhao	e60d430cf5	[Fix] resolve conflicts of rebasing feat/speculative-decoding (#5557 ) - resolve conflicts of rebasing feat/speculative-decoding	8 months ago
Yuanheng Zhao	d85d91435a	[Inference/SpecDec] Support GLIDE Drafter Model (#5455 ) * add glide-llama policy and modeling * update glide modeling, compitable with transformers 4.36.2 * revise glide llama modeling/usage * fix issues of glimpsing large kv * revise the way re-loading params for glide drafter * fix drafter and engine tests * enable convert to glide strict=False * revise glide llama modeling * revise vicuna prompt template * revise drafter and tests * apply usage of glide model in engine	8 months ago
Yuanheng Zhao	a37f82629d	[Inference/SpecDec] Add Speculative Decoding Implementation (#5423 ) * fix flash decoding mask during verification * add spec-dec * add test for spec-dec * revise drafter init * remove drafter sampling * retire past kv in drafter * (trivial) rename attrs * (trivial) rename arg * revise how we enable/disable spec-dec	8 months ago
Yuanheng Zhao	5a9b05f7b2	[Inference/SpecDec] Add Basic Drafter Model Container (#5405 ) * [Infer/Fix] Fix Dependency in test - RMSNorm kernel (#5399) fix dependency in pytest * add drafter model container (basic ver)	8 months ago
Yuanheng Zhao	d63c469f45	[Infer] Revise and Adapt Triton Kernels for Spec-Dec (#5401 ) * [Infer/Fix] Fix Dependency in test - RMSNorm kernel (#5399) fix dependency in pytest * resolve conflicts for revising flash-attn * adapt kv cache copy kernel for spec-dec * fix seqlen-n kvcache copy kernel/tests * test kvcache copy - use torch.equal * add assertions * (trivial) comment out	8 months ago
yuehuayingxueluo	04aca9e55b	[Inference/Kernel]Add get_cos_and_sin Kernel (#5528 ) * Add get_cos_and_sin kernel * fix code comments * fix code typos * merge common codes of get_cos_and_sin kernel. * Fixed a typo * Changed 'asset allclose' to 'assert equal'.	8 months ago
Runyu Lu	68e9396bc0	[fix] merge conflicts	8 months ago
yuehuayingxueluo	87079cffe8	[Inference]Support FP16/BF16 Flash Attention 2 And Add high_precision Flag To Rotary Embedding (#5461 ) * Support FP16/BF16 Flash Attention 2 * fix bugs in test_kv_cache_memcpy.py * add context_kv_cache_memcpy_kernel.cu * rm typename MT * add tail process * add high_precision * add high_precision to config.py * rm unused code * change the comment for the high_precision parameter * update test_rotary_embdding_unpad.py * fix vector_copy_utils.h * add comment for self.high_precision when using float32	8 months ago
Runyu Lu	9fe61b4475	[fix]	8 months ago
Runyu Lu	aabc9fb6aa	[feat] add use_cuda_kernel option	8 months ago
Runyu Lu	d02e257abd	Merge branch 'feature/colossal-infer' into colossal-infer-cuda-graph	9 months ago
Runyu Lu	ae24b4f025	diverse tests	9 months ago
Runyu Lu	1821a6dab0	[fix] pytest and fix dyn grid bug	9 months ago
yuehuayingxueluo	f366a5ea1f	[Inference/kernel]Add Fused Rotary Embedding and KVCache Memcopy CUDA Kernel (#5418 ) * add rotary embedding kernel * add rotary_embedding_kernel * add fused rotary_emb and kvcache memcopy * add fused_rotary_emb_and_cache_kernel.cu * add fused_rotary_emb_and_memcopy * fix bugs in fused_rotary_emb_and_cache_kernel.cu * fix ci bugs * use vec memcopy and opt the gloabl memory access * fix code style * fix test_rotary_embdding_unpad.py * codes revised based on the review comments * fix bugs about include path * rm inline	9 months ago
Steve Luo	ed431de4e4	fix rmsnorm template function invocation problem(template function partial specialization is not allowed in Cpp) and luckily pass e2e precision test (#5454 )	9 months ago
Steve Luo	f7aecc0c6b	feat rmsnorm cuda kernel and add unittest, benchmark script (#5417 )	9 months ago
xs_courtesy	95c21498d4	add silu_and_mul for infer	9 months ago
yuehuayingxueluo	0aa27f1961	[Inference]Move benchmark-related code to the example directory. (#5408 ) * move benchmark-related code to the example directory. * fix bugs in test_fused_rotary_embedding.py	9 months ago
yuehuayingxueluo	600881a8ea	[Inference]Add CUDA KVCache Kernel (#5406 ) * add cuda KVCache kernel * annotation benchmark_kvcache_copy * add use cuda * fix import path * move benchmark scripts to example/ * rm benchmark codes in test_kv_cache_memcpy.py * rm redundancy codes * rm redundancy codes * pr was modified according to the review	9 months ago

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106 Commits (8fd25d6e09069a8437c6ebee8dd83e1de4c9b83d)