ColossalAI

Commit Graph

Author	SHA1	Message	Date
pre-commit-ci[bot]	7c2f79fa98	[pre-commit.ci] pre-commit autoupdate (#5572 ) * [pre-commit.ci] pre-commit autoupdate updates: - [github.com/PyCQA/autoflake: v2.2.1 → v2.3.1](https://github.com/PyCQA/autoflake/compare/v2.2.1...v2.3.1) - [github.com/pycqa/isort: 5.12.0 → 5.13.2](https://github.com/pycqa/isort/compare/5.12.0...5.13.2) - [github.com/psf/black-pre-commit-mirror: 23.9.1 → 24.4.2](https://github.com/psf/black-pre-commit-mirror/compare/23.9.1...24.4.2) - [github.com/pre-commit/mirrors-clang-format: v13.0.1 → v18.1.7](https://github.com/pre-commit/mirrors-clang-format/compare/v13.0.1...v18.1.7) - [github.com/pre-commit/pre-commit-hooks: v4.3.0 → v4.6.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.3.0...v4.6.0) * [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>	5 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
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>	6 months ago
傅剑寒	bfad39357b	[Inference/Feat] Add quant kvcache interface (#5700 ) * add quant kvcache interface * delete unused output * complete args comments	7 months ago
Yuanheng Zhao	f9afe0addd	[hotfix] Fix KV Heads Number Assignment in KVCacheManager (#5695 ) - Fix key value number assignment in KVCacheManager, as well as method of accessing	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	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
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
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	b21aac5bae	[Inference] Optimize and Refactor Inference Batching/Scheduling (#5367 ) * add kvcache manager funcs for batching * add batch bucket for batching * revise RunningList struct in handler * add kvcache/batch funcs for compatibility * use new batching methods * fix indexing bugs * revise abort logic * use cpu seq lengths/block tables * rm unused attr in Sequence * fix type conversion/default arg * add and revise pytests * revise pytests, rm unused tests * rm unused statements * fix pop finished indexing issue * fix: use index in batch when retrieving inputs/update seqs * use dict instead of odict in batch struct * arg type hinting * fix make compress * refine comments * fix: pop_n_seqs to pop the first n seqs * add check in request handler * remove redundant conversion * fix test for request handler * fix pop method in batch bucket * fix prefill adding	9 months ago
Frank Lee	027aa1043f	[doc] updated inference readme (#5343 )	10 months ago
Yuanheng Zhao	5f98a9d68a	[Infer] Optimize Blocked KVCache And Kernels Using It (#5325 ) * revise shape of kvcache (context attn kernel) * revise shape of kvcache (flash decoding kernel) * revise shape of kvcache (kvcache copy) and attn func * init of kvcache in kvcache manager * revise llama modeling * revise block size retrieval * use torch for rms_norm benchmarking * revise block size retrieval	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
Jianghai	d8db500efc	[Inference] Fix request handler and add recycle logic (#5260 ) * fix request handler * fix comment	10 months ago
yuehuayingxueluo	d40eb26029	fix bugs in request_handler.py and engine.py	11 months ago
yuehuayingxueluo	fa4fbdbffb	adapted to pad_context_forward	11 months ago
yuehuayingxueluo	62fd08ee44	Fixed a bug in the inference frame	11 months ago
yuehuayingxueluo	86853a37d5	Add padding llama model	11 months ago
Jianghai	0e616462a7	[Inference] add logit processor and request handler (#5166 ) * add logit processor and request handler * add * add * add * fix * add search tokens and update func * finish request handler * add running list test * fix test * fix some bug * add * add * fix bugs * fix some bugs * fix bug * fix * fix * add copy fun * del useless attn * fix request status --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>	11 months ago
yuehuayingxueluo	8daee26989	[Inference] Add the logic of the inference engine (#5173 ) * add infer_struct and infer_config * update codes * change InferConfig * Add hf_model_config to the engine * rm _get_hf_model_config * update codes * made adjustments according to the feedback from the reviewer. * update codes * add ci test for config and struct * Add the logic of the inference engine * update engine and test * Recover cache_manager.py * add logger * fix conflict * update codes * update codes * update model and tokenizer * fix add the logic about shardformer * change kvcache_manager docstring * add policy * fix ci bug in test_kvcache_manager.py * remove codes related o tokenizer and move model_policy * fix code style * add ordered_set to requirements-infer.txt * Delete extra empty lines * add ordered_set to requirements-test.txt	11 months ago
Jianghai	93aeacca34	[Inference]Update inference config and fix test (#5178 ) * unify the config setting * fix test * fix import * fix test * fix * fix * add logger * revise log info --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>	11 months ago
Yuanheng Zhao	3de2e62299	[Inference] Add CacheBlock and KV-Cache Manager (#5156 ) * [Inference] Add KVCache Manager * function refactored * add test for KVCache Manager * add attr beam width * Revise alloc func in CacheManager * Fix docs and pytests * add tp slicing for head number * optimize shapes of tensors used as physical cache * Apply using InferenceConfig on KVCacheManager * rm duplicate config file * Optimize cache allocation: use contiguous cache * Fix config in pytest (and config)	11 months ago
Jianghai	4cf4682e70	[Inference] First PR for rebuild colossal-infer (#5143 ) * add engine and scheduler * add dirs --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>	11 months 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

24 Commits (8241c0c054b38a109ed3ce7be1052a1e600b8471)