Yishuo Wang
0011ff9f64
optimize bge large performance ( #10324 )
2024-03-05 17:06:03 +08:00
Cengguang Zhang
30d009bca7
LLM: support quantized kv cache for Mistral in transformers >=4.36.0 ( #10326 )
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* support quantize kv for mistral in transformers 4.36
* update mistral support.
* fix style.
2024-03-05 16:23:50 +08:00
dingbaorong
1e6f0c6f1a
Add llamaindex gpu example ( #10314 )
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* add llamaindex example
* fix core dump
* refine readme
* add trouble shooting
* refine readme
---------
Co-authored-by: Ariadne <wyn2000330@126.com>
2024-03-05 13:36:00 +08:00
dingbaorong
fc7f10cd12
add langchain gpu example ( #10277 )
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* first draft
* fix
* add readme for transformer_int4_gpu
* fix doc
* check device_map
* add arc ut test
* fix ut test
* fix langchain ut
* Refine README
* fix gpu mem too high
* fix ut test
---------
Co-authored-by: Ariadne <wyn2000330@126.com>
2024-03-05 13:33:57 +08:00
Cengguang Zhang
ab9fc2485f
LLM: add quantize kv support for llama transformer 4.36 ( #10298 )
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* add quantize kv support for llama transformer 4.36
* fix style.
* fix style.
2024-03-04 10:33:35 +08:00
SONG Ge
0ab40917fb
[LLM] Split merged_qk to separated q/k linear ( #10299 )
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* modify merge_qk_linear to separated q/k linear
* update
2024-03-01 16:48:55 +08:00
Yang Wang
f4d7dbcde2
use fused qkv forward in qwen2 ( #10185 )
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* use fused qkv forward in qwen2
* support both
* fix style
* fix rope
* remove pring
* fix style
* clean up
2024-03-01 16:46:35 +08:00
Wang, Jian4
beb9433cec
LLM: Reduce speculative _ipex_optimize_model memory use ( #10281 )
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* use tpp
* update ipex
2024-03-01 13:48:23 +08:00
Yuwen Hu
f0ff0eebe1
[LLM] Support quantize kv cache for Baichuan2 7B ( #10280 )
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* Add quatized kv cache framework for Baichuan2 7B
* Support quantize kv cache for baichuan2
* Small fix
* Fix python style
2024-03-01 13:35:42 +08:00
SONG Ge
273de341d7
hot-fix silu error import ( #10292 )
2024-03-01 10:11:37 +08:00
Xin Qiu
232273a1b5
Enable Gemma fused mlp + Gelu ( #10276 )
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* update llama mlp forward
* add all
* fix style check
* split
* update
* update
* update
* fix style
2024-02-29 16:53:24 +08:00
Guancheng Fu
2d930bdca8
Add vLLM bf16 support ( #10278 )
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* add argument load_in_low_bit
* add docs
* modify gpu doc
* done
---------
Co-authored-by: ivy-lv11 <lvzc@lamda.nju.edu.cn>
2024-02-29 16:33:42 +08:00
SONG Ge
13b0bc9075
[LLM] Add quantize_kv optimization for yuan2 model ( #10243 )
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* add initial quantize_kv support for yuan2 model
* fix yuan2 quantize_kv generation
* apply fp16 conv layer optimizations
* disable mlp for quantize_kv
2024-02-29 16:33:26 +08:00
Zhicun
4e6cc424f1
Add LlamaIndex RAG ( #10263 )
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* run demo
* format code
* add llamaindex
* add custom LLM with bigdl
* update
* add readme
* begin ut
* add unit test
* add license
* add license
* revised
* update
* modify docs
* remove data folder
* update
* modify prompt
* fixed
* fixed
* fixed
2024-02-29 15:21:19 +08:00
Ruonan Wang
a9fd20b6ba
LLM: Update qkv fusion for GGUF-IQ2 ( #10271 )
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* first commit
* update mistral
* fix transformers==4.36.0
* fix
* disable qk for mixtral now
* fix style
2024-02-29 12:49:53 +08:00
Ruonan Wang
4b08bc1417
LLM: relax batch check of flash atttention by double check attention mask ( #10270 )
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* relax batch check
* fix
* fix style
2024-02-29 09:39:55 +08:00
Yina Chen
07f36fbfcc
Fix gptj failed to extend ( #10269 )
2024-02-29 09:39:27 +08:00
Yishuo Wang
cccb02dad1
fix baichuan2 13b 2k input ( #10267 )
2024-02-28 17:20:20 +08:00
Heyang Sun
7244fd1ba5
Fix Arc StarCoder wrong query_shape when input is long ( #10268 )
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* Fix Arc StarCoder wrong query_shape when input is long
* Update gptbigcode.py
2024-02-28 17:07:08 +08:00
Cengguang Zhang
a4de3095f3
LLM: Support quantize kv cache in mistral. ( #10261 )
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* init
* update quantize kv.
2024-02-28 14:08:08 +08:00
Zhicun
308e637d0d
Add DeepSeek-MoE-16B-Chat ( #10155 )
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* dsmoe-hf add
* add dsmoe pytorch
* update README
* modify comment
* remove GPU example
* update model name
* format code
2024-02-28 10:12:09 +08:00
Yang Wang
c581c6db30
draft mmint4 ( #10031 )
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change to llm.cpp
support transposed format
revert
implement qkv fuse
fix style
change to vertically pack
change to enable_xetla
fix mlp_fusion_check
remove comments
address comments
add some comments
fix style
2024-02-27 14:55:16 -08:00
Yishuo Wang
b4fa4ab46f
optimize yuan 2.0 again ( #10252 )
2024-02-27 14:51:42 +08:00
Heyang Sun
36a9e88104
Speculative Starcoder on CPU ( #10138 )
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* Speculative Starcoder on CPU
* enable kv-cache pre-allocation
* refine codes
* refine
* fix style
* fix style
* fix style
* refine
* refine
* Update speculative.py
* Update gptbigcode.py
* fix style
* Update speculative.py
* enable mixed-datatype layernorm on top of torch API
* adaptive dtype
* Update README.md
2024-02-27 09:57:29 +08:00
Yishuo Wang
a47989c860
optimize yuan 2.0 performance ( #10244 )
2024-02-26 17:20:10 +08:00
Wang, Jian4
6c74b99a28
LLM: Update qwen readme ( #10245 )
2024-02-26 17:03:09 +08:00
Wang, Jian4
f9b75f900b
LLM: Enable qwen target_model ipex ( #10232 )
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* change order
* enable qwen ipex
* update qwen example
* update
* fix style
* update
2024-02-26 16:41:12 +08:00
Yuwen Hu
e38e29511c
[LLM] Yuan2 MLP and Rotary optimization ( #10231 )
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* Add optimization for rotary embedding
* Add mlp fused optimizatgion
* Python style fix
* Fix rotary embedding due to logits difference
* Small fix
2024-02-26 15:10:08 +08:00
SONG Ge
df2f3885ba
[LLM] Enable kv_cache and forward_qkv optimizations for yuan2 ( #10225 )
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* add init kv_cache support for yuan2
* add forward qkv in yuan
2024-02-26 11:29:48 +08:00
Ruonan Wang
28513f3978
LLM: support fp16 embedding & add mlp fusion for iq2_xxs ( #10219 )
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* add fp16 embed
* small fixes
* fix style
* fix style
* fix comment
2024-02-23 17:26:24 +08:00
Yuwen Hu
eeecd9fc08
Python style fix ( #10230 )
2024-02-23 17:21:23 +08:00
Yuwen Hu
e511bbd8f1
[LLM] Add basic optimization framework for Yuan2 ( #10227 )
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* Add basic optimization framework for Yuan2
* Small fix
* Python style fix
* Small fix
* Small fix
2024-02-23 17:05:00 +08:00
Xin Qiu
30795bdfbc
Gemma optimization: rms_norm, kv_cache, fused_rope, fused_rope+qkv ( #10212 )
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* gemma optimization
* update
* update
* fix style
* meet code review
2024-02-23 10:07:24 +08:00
Guoqiong Song
63681af97e
falcon for transformers 4.36 ( #9960 )
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* falcon for transformers 4.36
2024-02-22 17:04:40 -08:00
Yina Chen
ce5840a8b7
GPT-J rope optimization on xpu ( #10182 )
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* optimize
* update
* fix style & move use_fuse_rope
* add ipex version check
* fix style
* update
* fix style
* meet comments
* address comments
* fix style
2024-02-22 16:25:12 +08:00
Xiangyu Tian
f445217d02
LLM: Update IPEX to 2.2.0+cpu and Refactor for _ipex_optimize ( #10189 )
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Update IPEX to 2.2.0+cpu and refactor for _ipex_optimize.
2024-02-22 16:01:11 +08:00
Heyang Sun
c876d9b5ca
Support for MPT rotary embedding ( #10208 )
2024-02-22 15:16:31 +08:00
Ruonan Wang
5e1fee5e05
LLM: add GGUF-IQ2 examples ( #10207 )
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* add iq2 examples
* small fix
* meet code review
* fix
* meet review
* small fix
2024-02-22 14:18:45 +08:00
SONG Ge
ca1166a0e5
[LLM] Add quantize kv_cache for Baichuan2-13B ( #10203 )
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* add quantize kv_cache for baichuan2-13b
* style fix
2024-02-22 13:43:35 +08:00
Ruonan Wang
34ee1aa91f
LLM: add esimd sdp support for chatglm3 ( #10205 )
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* add esimd sdp support
* fix style
2024-02-22 13:37:16 +08:00
Ruonan Wang
f7c96b19ef
LLM: support iq2 for mixtral ( #10191 )
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* support name mapping for mixtral
* support mixtral mixed quantization
* fix style
* fix
2024-02-21 16:00:29 +08:00
Xin Qiu
56ad781f2f
qwen2 cpu fix ( #10187 )
2024-02-21 11:23:51 +08:00
Zhao Changmin
4fbf449c2d
for rwkv4 ( #10179 )
2024-02-21 10:11:10 +08:00
Ruonan Wang
3288acb8de
LLM : Support embedding quantization (only q2k now) ( #10170 )
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* basic logic added
* basic support
* support save&load, update mixed strategy
* fix style
* use int8 for lm_head
* add check for xpu
2024-02-20 16:56:57 +08:00
binbin Deng
2bb96c775c
LLM: fix device setting during saving optimized model ( #10154 )
2024-02-20 09:52:59 +08:00
Xin Qiu
1f6d5b9f30
enable fused rmsnorm and rope qwen2 ( #10163 )
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* qwen2
* change convert
* cleanup
2024-02-20 08:33:09 +08:00
Zhao Changmin
f8730e8dc1
Skip rescale rwkv linear when load_low_bit ( #10164 )
...
* rwkv_ld
2024-02-19 15:56:42 +08:00
Heyang Sun
3e2af5ec0a
Fix IPEX Baichuan Speculative ( #10162 )
...
* Fix IPEX Baichuan Speculative
* compatible with 13B
* Update speculative.py
2024-02-19 15:27:34 +08:00
Yina Chen
23c91cdce6
[LLM] Add min_step_draft in speculative decoding ( #10142 )
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* Fix gptj kvcache & position id
* Add min_draft_tokens in speculative decoding
* fix style
* update
2024-02-19 14:31:41 +08:00
Wang, Jian4
f2417e083c
LLM: enable chatglm3-6b target_model ipex ( #10085 )
...
* init
* always make casual_mask
* not return last tensor
* update
* optimize_model = False
* enable optimized=False
* enable optimized_model=true
* speed_up ipex target_model
* remove if True
* use group_size
* update python style
* update
* update
2024-02-19 13:38:32 +08:00
