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351 commits

Author SHA1 Message Date
Ruonan Wang
427f75000b LLM: fix sdp of chatglm3 (#9917) 
* fix

* fix

* fix
 2024-01-17 13:37:28 +08:00
Yishuo Wang
94767da7cf optimize rwkv v4 first token performance (#9912) 2024-01-17 09:27:41 +08:00
Shaojun Liu
b909c5c9c2 GGUF load memory optimization (#9913) 
* block-wise

* convert linear for module

* revert

* Fix PEP8 checks Error
 2024-01-16 18:54:39 +08:00
Xin Qiu
dee32f7d15 copy fused rms norm's reuslt to avoid <unk> (#9909) 2024-01-16 16:54:08 +08:00
Ruonan Wang
8d7326ae03 LLM: fix chatglm3 sdp to support speculative decoding (#9900) 
* fix chatglm3

* fix

* update

* meet code review

* fix
 2024-01-16 11:29:13 +08:00
Guancheng Fu
9f34da7cdb Update PVC XMX condition (#9901) 
* update pvc xmx condition

* update condition

* update conditon
 2024-01-15 15:42:15 +08:00
Yishuo Wang
6637860ddf change xmx condition (#9896) 2024-01-12 19:51:48 +08:00
Ruonan Wang
d9cf55bce9 LLM: fix MLP check of mixtral (#9891) 2024-01-11 18:01:59 +08:00
Ziteng Zhang
4af88a67b9 support chatglm3 with bf16 (#9888) 
* support chatglm3 with bigdl-bf16
 2024-01-11 16:45:21 +08:00
Yuwen Hu
0aef35a965 [LLM] Improve LLM doc regarding windows gpu related info (#9880) 
* Improve runtime configuration for windows

* Add python 310/311 supports for wheel downloading

* Add troubleshooting for windows gpu

* Remove manually import ipex due to auto importer

* Add info regarding cpu_embedding=True on iGPU

* More info for Windows users

* Small updates to API docs

* Python style fix

* Remove tip for loading from saved optimize_model for now

* Updated based on comments

* Update win info for multi-intel gpus selection

* Small fix

* Small fix
 2024-01-11 14:37:16 +08:00
Ruonan Wang
53531ae4ee LLM: support qkv fusion for fp8e5 (#9878) 
* update

* add mistral

* meet code review
 2024-01-10 17:50:00 +08:00
Lilac09
cb32b985ec add mistral and chatglm support to vllm (#9879) 
* add mistral and chatglm support to vllm

* add mistral and chatglm support to vllm
 2024-01-10 15:38:42 +08:00
Ruonan Wang
3e05c9e11b LLM: update esimd sdp kernel (#9871) 2024-01-09 18:10:01 +08:00
Yishuo Wang
36496d60ac only use quantize kv cache on MTL (#9862) 2024-01-09 13:24:02 +08:00
ZehuaCao
146076bdb5 Support llm-awq backend (#9856) 
* Support for LLM-AWQ Backend

* fix

* Update README.md

* Add awqconfig

* modify init

* update

* support llm-awq

* fix style

* fix style

* update

* fix AwqBackendPackingMethod not found error

* fix style

* update README

* fix style

---------

Co-authored-by: Uxito-Ada <414416158@qq.com>
Co-authored-by: Heyang Sun <60865256+Uxito-Ada@users.noreply.github.com>
Co-authored-by: cyita <yitastudy@gmail.com>
 2024-01-09 13:07:32 +08:00
Ruonan Wang
fea6f16057 LLM: add mlp fusion for fp8e5 and update related check (#9860) 
* update mlp fusion

* fix style

* update
 2024-01-09 09:56:32 +08:00
Jiao Wang
3b6372ab12 Fix Llama transformers 4.36 support (#9852) 
* supoort 4.36

* style

* update

* update

* update

* fix merge

* update
 2024-01-08 00:32:23 -08:00
Chen, Zhentao
1b585b0d40 set fp8 default as e5m2 (#9859) 2024-01-08 15:53:57 +08:00
Ruonan Wang
dc995006cc LLM: add flash attention for mistral / mixtral (#9846) 
* add flash attention for mistral

* update

* add flash attn for mixtral

* fix style
 2024-01-08 09:51:34 +08:00
Yishuo Wang
afaa871144 [LLM] support quantize kv cache to fp8 (#9812) 2024-01-08 09:28:20 +08:00
Jiao Wang
248ae7fad2 LLama optimize_model to support transformers 4.36 (#9818) 
* supoort 4.36

* style

* update

* update

* update
 2024-01-05 11:30:18 -08:00
Ruonan Wang
a60bda3324 LLM: update check for deepspeed (#9838) 2024-01-05 16:44:10 +08:00
Ruonan Wang
16433dd959 LLM: fix first token judgement of flash attention (#9841) 
* fix flash attention

* meet code review

* fix
 2024-01-05 13:49:37 +08:00
Yina Chen
f919f5792a fix kv cache out of bound (#9827) 2024-01-05 12:38:57 +08:00
Ruonan Wang
5df31db773 LLM: fix accuracy issue of chatglm3 (#9830) 
* add attn mask for first token

* fix

* fix

* change attn calculation

* fix

* fix

* fix style

* fix style
 2024-01-05 10:52:05 +08:00
Xiangyu Tian
38c05be1c0 [LLM] Fix dtype mismatch in Baichuan2-13b (#9834) 2024-01-04 15:34:42 +08:00
Ziteng Zhang
05b681fa85 [LLM] IPEX auto importer set on by default (#9832) 
* Set BIGDL_IMPORT_IPEX default to True

* Remove import intel_extension_for_pytorch as ipex from GPU example
 2024-01-04 13:33:29 +08:00
Wang, Jian4
4ceefc9b18 LLM: Support bitsandbytes config on qlora finetune (#9715) 
* test support bitsandbytesconfig

* update style

* update cpu example

* update example

* update readme

* update unit test

* use bfloat16

* update logic

* use int4

* set defalut bnb_4bit_use_double_quant

* update

* update example

* update model.py

* update

* support lora example
 2024-01-04 11:23:16 +08:00
Ruonan Wang
20e9742fa0 LLM: fix chatglm3 issue (#9820) 
* fix chatglm3 issue

* small update
 2024-01-03 16:15:55 +08:00
Wang, Jian4
a54cd767b1 LLM: Add gguf falcon (#9801) 
* init falcon

* update convert.py

* update style
 2024-01-03 14:49:02 +08:00
Qiyuan Gong
f0f9d45eac [LLM] IPEX import support bigdl-core-xe-21 (#9769) 
Add support for bigdl-core-xe-21.
 2023-12-28 15:23:58 +08:00
Guancheng Fu
5857a38321 [vLLM] Add option to adjust KV_CACHE_ALLOC_BLOCK_LENGTH (#9782) 
* add option kv_cache_block

* change var name
 2023-12-28 14:41:47 +08:00
Ruonan Wang
99bddd3ab4 LLM: better FP16 support for Intel GPUs (#9791) 
* initial support

* fix

* fix style

* fix

* limi esimd usage condition

* refactor code

* fix style

* small fix

* meet code review

* small fix
 2023-12-28 13:30:13 +08:00
Yishuo Wang
7d9f6c6efc fix cpuinfo error (#9793) 2023-12-28 09:23:44 +08:00
Wang, Jian4
7ed9538b9f LLM: support gguf mpt (#9773) 
* add gguf mpt

* update
 2023-12-28 09:22:39 +08:00
Cengguang Zhang
d299f108d0 update falcon attention forward. (#9796) 2023-12-28 09:11:59 +08:00
Kai Huang
689889482c Reduce max_cache_pos to reduce Baichuan2-13B memory (#9694) 
* optimize baichuan2 memory

* fix

* style

* fp16 mask

* disable fp16

* fix style

* empty cache

* revert empty cache
 2023-12-26 19:51:25 +08:00
Xiangyu Tian
0ea842231e [LLM] vLLM: Add api_server entrypoint (#9783) 
Add vllm.entrypoints.api_server for benchmark_serving.py in vllm.
 2023-12-26 16:03:57 +08:00
Ruonan Wang
11d883301b LLM: fix wrong batch output caused by flash attention (#9780) 
* fix

* meet code review

* move batch size check to the beginning

* move qlen check inside function

* meet code review
 2023-12-26 09:41:27 +08:00
Heyang Sun
66e286a73d Support for Mixtral AWQ (#9775) 
* Support for Mixtral AWQ

* Update README.md

* Update README.md

* Update awq_config.py

* Update README.md

* Update README.md
 2023-12-25 16:08:09 +08:00
Ruonan Wang
1917bbe626 LLM: fix BF16Linear related training & inference issue (#9755) 
* fix bf16 related issue

* fix

* update based on comment & add arc lora script

* update readme

* update based on comment

* update based on comment

* update

* force to bf16

* fix style

* move check input dtype into function

* update convert

* meet code review

* meet code review

* update merged model to support new training_mode api

* fix typo
 2023-12-25 14:49:30 +08:00
Xiangyu Tian
30dab36f76 [LLM] vLLM: Fix kv cache init (#9771) 
Fix kv cache init
 2023-12-25 14:17:06 +08:00
Yina Chen
449b387125 Support relora in bigdl-llm (#9687) 
* init

* fix style

* update

* support resume & update readme

* update

* update

* remove important

* add training mode

* meet comments
 2023-12-25 14:04:28 +08:00
Ziteng Zhang
986f65cea9 [LLM] Add trust_remote_code for local renamed model in bigdl_llm_model.py (#9762) 2023-12-25 11:31:14 +08:00
Guancheng Fu
daf536fb2d vLLM: Apply attention optimizations for selective batching (#9758) 
* fuse_rope for prefil

* apply kv_cache optimizations

* apply fast_decoding_path

* Re-enable kv_cache optimizations for prefill

* reduce KV_CACHE_ALLOC_BLOCK for selective_batching
 2023-12-25 10:29:31 +08:00
Qiyuan Gong
4c487313f2 Revert "[LLM] IPEX auto importer turn on by default for XPU (#9730)" (#9759) 
This reverts commit 0284801fbd.
 2023-12-22 16:38:24 +08:00
Qiyuan Gong
0284801fbd [LLM] IPEX auto importer turn on by default for XPU (#9730) 
* Set BIGDL_IMPORT_IPEX default to true, i.e., auto import IPEX for XPU.
* Remove import intel_extension_for_pytorch as ipex from GPU example.
* Add support for bigdl-core-xe-21.
 2023-12-22 16:20:32 +08:00
Guancheng Fu
fdf93c9267 Implement selective batching for vLLM (#9659) 
* add control to load hf model

* finish initial version of selective_batching

* temp

* finish

* Remove print statement

* fix error

* Apply yang's optimization

* a version that works

* We need to check kv_cache passed in, this could be an error. TODO: add fast decoding path

* format

* temp solution: not batching prefill requests

* a version that works for prefill batching

* format

* a solid version: works normally

* a temp version

* Solid version: remove redundant functions

* fix format

* format

* solid: add option to enable selective_batching

* remove logic for using transformer models

* format

* format

* solid: enable argument VLLM_ENABLE_SELECTIVE_BATCHING

* format

* finish

* format
 2023-12-22 13:45:46 +08:00
Ruonan Wang
2f36769208 LLM: bigdl-llm lora support & lora example (#9740) 
* lora support and single card example

* support multi-card, refactor code

* fix model id and style

* remove torch patch, add two new class for bf16, update example

* fix style

* change to training_mode

* small fix

* add more info in help

* fixstyle, update readme

* fix ut

* fix ut

* Handling compatibility issues with default LoraConfig
 2023-12-22 11:05:39 +08:00
SONG Ge
ba0b939579 [LLM] Support transformers-v4.36.0 on mistral model (#9744) 
* add support transformers-v4.36.0 on mistral model

* python/llm/src/bigdl/llm/transformers/models/mistral.py

* make the redundant implementation as utils

* fix code style

* fix

* fix style

* update with utils enough_kv_room
 2023-12-22 09:59:27 +08:00