[Inference] Clean duplicated vector utils #5715
Open
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
* add engine and scheduler * add dirs --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
…ch#5147) * request handler * add readme --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
…hpcaitech#5159) * [inference/nfc] remove outdated inference tests * remove outdated kernel tests * remove deprecated triton kernels * remove imports from deprecated kernels
* [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)
* unify the config setting * fix test * fix import * fix test * fix * fix * add logger * revise log info --------- Co-authored-by: CjhHa1 <cjh18671720497outlook.com>
* 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
* 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>
…ng (hpcaitech#5192) * add context attn unpadded triton kernel * test compatibility * kv cache copy (testing) * fix k/v cache copy * fix kv cache copy and test * fix boundary of block ptrs * add support for GQA/MQA and testing * fix import statement --------- Co-authored-by: Round Heng <yuanhengzhao@Rounds-MacBook-Pro.local>
…h#5219) * add attn * add attention test * fix attn forward * fix decoding
…el (hpcaitech#5229) * fix accuracy * alignment in attention * fix attention * fix * fix bugs * fix bugs * fix bugs
* fix bugs * comment * use more accurate atol * fix
…tech#5249) * add flash decoding unpad triton kernel * rename flash decoding kernel * add kernel testing (draft) * revise pytest * support kv group (GQA) * (trivial) fix api and pytest * (trivial) func renaming * (trivial) func/file renaming * refactor pytest for attention * (trivial) format and consistent vars of context/decode attn * (trivial) remove test redundancy
* add kv copy triton kernel during decoding stage * add pytest and fix kernel * fix test utilities * revise kernel config * add benchmark for kvcache copy
* 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
…kvcache_memcpy oper… (hpcaitech#5663) * refactor kvcache manager and rotary_embedding and kvcache_memcpy operator * refactor decode_kv_cache_memcpy * enable alibi in pagedattention
* add alibi to flash attn function * rm redundant modifications
* 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>
…pcaitech#5685) [Sync] Update from main to feature/colossal-infer - Merge pull request hpcaitech#5685 from yuanheng-zhao/inference/merge/main
…5695) - Fix key value number assignment in KVCacheManager, as well as method of accessing
* 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
* Adapt temperature processing logic * add ValueError for top_p and top_k * add GQA Test * fix except_msg
…h#5693) * Adapt temperature processing logic * add ValueError for top_p and top_k * add GQA Test * fix except_msg * support ignore EOS token * change variable's name * fix annotation
* 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
…tinuous batching test and example (hpcaitech#5432) * finish online test and add examples * fix test_contionus_batching * fix some bugs * fix bash * fix * fix inference * finish revision * fix typos * revision
…caitech#5470) * fix bugs * fix bugs * fix api server * fix api server * add chat api and test * del request.n
* 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 b9305fb.
[Feature]Online Serving
* add quant kvcache interface * delete unused output * complete args comments
…tech#5706) * add convert_fp8 op for fp8 test in the future * rerun ci
…ch#5708) * Adapt repetition_penalty and no_repeat_ngram_size * fix no_repeat_ngram_size_logit_process * remove batch_updated * fix annotation * modified codes based on the review feedback. * rm get_batch_token_ids
* 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>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
8 participants
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
📌 Checklist before creating the PR
[doc/gemini/tensor/...]: A concise descriptionpip install pre-commit && pre-commit install🚨 Issue number
📝 What does this PR do?
💥 Checklist before requesting a review
⭐️ Do you enjoy contributing to Colossal-AI?
Tell us more if you don't enjoy contributing to Colossal-AI.