baalajimaestro/llama.cpp
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295 commits

Author SHA1 Message Date
c0sogi
418aa83b01 Added grammar based sampling 2023-08-07 02:21:37 +09:00
Andrei Betlen
ce57920e60 Suppress llama.cpp output when loading model. 2023-07-28 14:45:18 -04:00
Andrei Betlen
a9b9f0397c Format 2023-07-28 01:53:08 -04:00
Andrei Betlen
abc538fcd5 fix: annoying bug where attribute exceptions were droining out file not found exceptions 2023-07-28 01:43:00 -04:00
Shouyi Wang
426dbfe3f4 Change tensor_split from array to pointer 2023-07-25 18:29:59 +10:00
Andrei Betlen
343480364f Merge branch 'main' into v0.2-wip 2023-07-24 15:26:08 -04:00
Andrei Betlen
11dd2bf382 Add temporary rms_norm_eps parameter 2023-07-24 14:09:24 -04:00
Andrei Betlen
8cd64d4ac3 Add rms_eps_norm 2023-07-24 13:52:12 -04:00
bretello
0f09f10e8c
add support for llama2 70b 2023-07-24 19:38:24 +02:00
Andrei Betlen
0538ba1dab Merge branch 'main' into v0.2-wip 2023-07-20 19:06:26 -04:00
Andrei
365d9a4367
Merge pull request #481 from c0sogi/main 
Added `RouteErrorHandler` for server
 2023-07-20 17:41:42 -04:00
Carlos Tejada
0756a2d3fb Now the last token sent when stream=True 2023-07-19 22:47:14 -04:00
Andrei Betlen
b43917c144 Add functions parameters 2023-07-19 03:48:20 -04:00
Andrei Betlen
19ba9d3845 Use numpy arrays for logits_processors and stopping_criteria. Closes #491 2023-07-18 19:27:41 -04:00
c0sogi
1551ba10bd Added RouteErrorHandler for server 2023-07-16 14:57:39 +09:00
Andrei Betlen
8ab098e49d Re-order Llama class params 2023-07-15 15:35:08 -04:00
Andrei Betlen
f0797a6054 Merge branch main into custom_rope 2023-07-15 15:11:01 -04:00
randoentity
3f8f276f9f Add bindings for custom_rope 2023-07-10 17:37:46 +02:00
Andrei Betlen
a86bfdf0a5 bugfix: truncate completion max_tokens to fit context length by default 2023-07-09 18:13:29 -04:00
Andrei
5d756de314
Merge branch 'main' into add_unlimited_max_tokens 2023-07-08 02:37:38 -04:00
Andrei
b8e0bed295
Merge pull request #453 from wu-qing-157/main 
Fix incorrect token_logprobs (due to indexing after sorting)
 2023-07-08 02:31:52 -04:00
Andrei Betlen
d6e6aad927 bugfix: fix compatibility bug with openai api on last token 2023-07-08 00:06:11 -04:00
Andrei Betlen
4f2b5d0b53 Format 2023-07-08 00:05:10 -04:00
Andrei Betlen
34c505edf2 perf: convert pointer to byref 2023-07-07 22:54:07 -04:00
Andrei Betlen
11eae75211 perf: avoid allocating new buffers during sampling 2023-07-07 19:28:53 -04:00
Andrei Betlen
a14d8a9b3f perf: assign to candidates data structure instead 2023-07-07 18:58:43 -04:00
wu-qing-157
9e61661518 fix indexing token_logprobs after sorting 2023-07-07 10:18:49 +00:00
Andrei Betlen
e34f4414cf Hotfix: logits_all bug 2023-06-29 00:57:27 -04:00
Andrei Betlen
a2ede37bd5 Load logits directly into scores buffer 2023-06-29 00:45:46 -04:00
Andrei Betlen
b95b0ffbeb Use pre-allocated buffers to store input_ids and scores 2023-06-29 00:40:47 -04:00
Andrei Betlen
a5e059c053 Free model when llama is unloaded. Closes #434 2023-06-28 23:58:55 -04:00
Andrei Betlen
3379dc40a1 Merge branch 'main' of github.com:abetlen/llama_cpp_python into main 2023-06-26 08:50:48 -04:00
Andrei Betlen
952228407e Update llama.cpp 2023-06-26 08:50:38 -04:00
Andrei Betlen
b4a3db3e54 Update type signature 2023-06-26 08:50:30 -04:00
Andrei
5eb4ebb041
Merge branch 'main' into fix-state-pickle 2023-06-26 08:45:02 -04:00
samfundev
d788fb49bf
Only concatenate after all batches are done 2023-06-24 15:51:46 -04:00
Andrei
877ca6d016
Merge branch 'main' into fix-state-pickle 2023-06-23 15:13:07 -04:00
Andrei Betlen
d410f12fae Update docs. Closes #386 2023-06-17 13:38:48 -04:00
imaprogrammer
fd9f294b3a
Update llama.py: Added how many input tokens in ValueError exception 2023-06-16 14:11:57 +05:30
Andrei Betlen
44b83cada5 Add low_vram parameter 2023-06-14 22:12:33 -04:00
Andrei
f568baeef1
Merge pull request #351 from player1537-forks/th/add-logits-bias-parameter 
Add support for `logit_bias` and `logit_bias_type` parameters
 2023-06-14 21:49:56 -04:00
Okabintaro
10b0cb727b fix: Make LLamaState pickable for disk cache 
I fixed the issue by making the saved state a bytes object instead of the ctypes one which can't be pickled.
 2023-06-13 12:03:31 +02:00
Andrei Betlen
21acd7901f Re-enable cache 2023-06-10 12:22:31 -04:00
Tanner Hobson
eb7645b3ba Add support for logit_bias and logit_bias_type parameters 2023-06-09 13:13:08 -04:00
Andrei Betlen
0da655b3be Temporarily disable cache until save state bug is fixed. 2023-06-09 11:10:24 -04:00
Andrei Betlen
556c7edf47 Truncate max_tokens if it exceeds context length 2023-06-09 10:57:36 -04:00
Andrei Betlen
0c42168508 Fix cache implementation breaking changes 2023-06-08 13:19:23 -04:00
Andrei
0f0b447fa4
Merge pull request #289 from Maximilian-Winter/main 
Diskcache implementation for llama state.
 2023-06-06 17:03:03 -04:00
Andrei Betlen
8b4968ea67 Fix resize issue. Closes #330 2023-06-06 11:37:57 -04:00
Maximilian-Winter
29f9c9cca3 Added both LlamaChache classes Disk and RAM. 2023-05-31 22:33:56 +02:00
Maximilian Winter
9ea7a379d3
Merge branch 'abetlen:main' into main 2023-05-31 12:55:51 +02:00
Maximilian-Winter
719c3eae0a Diskcache implementation for llama state. 2023-05-28 15:56:38 +02:00
Andrei Betlen
8f2b4456ad Format 2023-05-26 22:04:31 -04:00
Andrei Betlen
84e313bd6e Align dtype to match c structs 2023-05-26 22:02:16 -04:00
Andrei Betlen
66bcb8d70d Merge branch 'main' into add-numpy-support 2023-05-26 20:25:03 -04:00
Andrei Betlen
8f35bddd7e Fix stop sequence performance bug. 2023-05-26 20:23:49 -04:00
Andrei Betlen
7fc7bc30e7 Remove usage of eval_tokens for cache check 2023-05-26 20:12:05 -04:00
Andrei Betlen
fe331ec589 Replace eval_logits and eval_tokens with numpy arrays 2023-05-26 20:03:31 -04:00
Andrei Betlen
8eb9769f78 Add support for numpy 2023-05-26 16:12:45 -04:00
Andrei Betlen
4c1b7f7a76 Bugfix for logits_processor and stopping_criteria 2023-05-26 10:25:28 -04:00
Andrei Betlen
433a2e3e8a Add extra logits_processor and stopping_criteria 2023-05-26 03:13:24 -04:00
Andrei Betlen
f74b90ed67 Fix streaming hang on last token when cache is on. 2023-05-26 03:03:01 -04:00
Andrei Betlen
5be8354e11 Added tokenizer 2023-05-26 03:00:51 -04:00
Andrei Betlen
8fa2ef1959 Format 2023-05-26 03:00:35 -04:00
Andrei Betlen
6bd1075291 Merge branch 'Maximilian-Winter/main' into main 2023-05-26 02:56:11 -04:00
Andrei Betlen
ca01f98e09 Add LlamaTokenizer class 2023-05-25 14:11:33 -04:00
Andrei Betlen
1d247e0f35 Add StoppingCriteria and LogitsProcessor to generate to match huggingface API 2023-05-25 14:04:54 -04:00
Maximilian-Winter
c2585b6889 Fixed list elements typing 2023-05-25 10:54:08 +02:00
Maximilian-Winter
da463e6c8c Added types to logit processor list and stop criteria list 2023-05-25 09:07:16 +02:00
Maximilian-Winter
c05fcdf42f Fixed none value of logits processors. 2023-05-24 22:02:06 +02:00
Maximilian-Winter
5bb780d455 Implemented logit processors and stop criteria's 2023-05-24 21:55:44 +02:00
Andrei Betlen
fab064ded9 Remove unnecessary ffi calls 2023-05-23 17:56:21 -04:00
Andrei Betlen
0adb9ec37a Use model_name and index in response 2023-05-21 21:30:03 -04:00
Andrei Betlen
922b5b2bfd Merge branch 'main' into server-embedding 2023-05-21 21:21:38 -04:00
Andrei Betlen
cd102e9da1 Cache shared library function calls for static tokens 2023-05-21 19:18:56 -04:00
Andrei Betlen
b895511cca Fix penalize_nl 2023-05-21 18:38:06 -04:00
Andrei Betlen
03e2947b03 Fix unnecessary memory allocation while sampling 2023-05-21 18:36:34 -04:00
Andrei Betlen
fafe47114c Update llama.cpp 2023-05-21 17:47:21 -04:00
Andrei Betlen
76b1d2cd20 Change properties to functions to match token functions 2023-05-20 08:24:06 -04:00
Andrei Betlen
a7ba85834f Add n_ctx, n_vocab, and n_embd properties 2023-05-20 08:13:41 -04:00
Simon Chabot
e783f1c191 feat: make embedding support list of string as input 
makes the /v1/embedding route similar to OpenAI api.
 2023-05-20 01:23:32 +02:00
Andrei Betlen
01a010be52 Fix llama_cpp and Llama type signatures. Closes #221 2023-05-19 11:59:33 -04:00
Andrei Betlen
a8cd169251 Bugfix: Stop sequences can be strings 2023-05-19 03:15:08 -04:00
Andrei Betlen
17d4271b04 Fix logprobs for completions and implement for streaming logprobs. 2023-05-19 02:20:27 -04:00
Andrei Betlen
f0ec6e615e Stream tokens instead of text chunks 2023-05-18 11:35:59 -04:00
Andrei Betlen
4f342795e5 Update token checks 2023-05-17 03:35:13 -04:00
Andrei Betlen
f5c2f998ab Format 2023-05-17 02:00:39 -04:00
Andrei Betlen
d28b753ed2 Implement penalize_nl 2023-05-17 01:53:26 -04:00
Andrei Betlen
f11e2a781c Fix last_n_tokens_size 2023-05-17 01:42:51 -04:00
Andrei Betlen
7e55244540 Fix top_k value. Closes #220 2023-05-17 01:41:42 -04:00
Andrei Betlen
a7c9e38287 Update variable name 2023-05-16 18:07:25 -04:00
Andrei Betlen
a3352923c7 Add model_alias option to override model_path in completions. Closes #39 2023-05-16 17:22:00 -04:00
Andrei Betlen
a65125c0bd Add sampling defaults for generate 2023-05-16 09:35:50 -04:00
Andrei Betlen
cdf59768f5 Update llama.cpp 2023-05-14 00:04:22 -04:00
Andrei Betlen
7a536e86c2 Allow model to tokenize strings longer than context length and set add_bos. Closes #92 2023-05-12 14:28:22 -04:00
Andrei Betlen
7be584fe82 Add missing tfs_z paramter 2023-05-11 21:56:19 -04:00
Andrei Betlen
cdeaded251 Bugfix: Ensure logs are printed when streaming 2023-05-10 16:12:17 -04:00
Andrei Betlen
d957422bf4 Implement sampling as in llama.cpp main example 2023-05-08 21:21:25 -04:00
Andrei Betlen
93a9019bb1 Merge branch 'main' of github.com:abetlen/llama_cpp_python into Maximilian-Winter/main 2023-05-08 19:57:09 -04:00
Andrei Betlen
65d9cc050c Add openai frequency and presence penalty parameters. Closes #169 2023-05-08 01:30:18 -04:00
Andrei Betlen
e72f58614b Change pointer to lower overhead byref 2023-05-07 20:01:34 -04:00
Andrei Betlen
0e94a70de1 Add in-memory longest prefix cache. Closes #158 2023-05-07 19:31:26 -04:00
Andrei Betlen
2753b85321 Format 2023-05-07 13:19:56 -04:00
Andrei Betlen
7c3743fe5f Update llama.cpp 2023-05-07 00:12:47 -04:00
Andrei Betlen
bc853e3742 Fix type for eval_logits in LlamaState object 2023-05-06 21:32:50 -04:00
Maximilian Winter
515d9bde7e Fixed somethings and activated cublas 2023-05-06 23:40:19 +02:00
Maximilian Winter
aa203a0d65 Added mirostat sampling to the high level API. 2023-05-06 22:47:47 +02:00
Andrei Betlen
98bbd1c6a8 Fix eval logits type 2023-05-05 14:23:14 -04:00
Andrei Betlen
66e28eb548 Fix temperature bug 2023-05-05 14:00:41 -04:00
Andrei Betlen
b6a9a0b6ba Add types for all low-level api functions 2023-05-05 12:22:27 -04:00
Andrei Betlen
5be0efa5f8 Cache should raise KeyError when key is missing 2023-05-05 12:21:49 -04:00
Andrei Betlen
853dc711cc Format 2023-05-04 21:58:36 -04:00
Andrei Betlen
97c6372350 Rewind model to longest prefix. 2023-05-04 21:58:27 -04:00
Andrei Betlen
329297fafb Bugfix: Missing logits_to_logprobs 2023-05-04 12:18:40 -04:00
Andrei Betlen
9e5b6d675a Improve logging messages 2023-05-03 10:28:10 -04:00
Andrei Betlen
43f2907e3a Support smaller state sizes 2023-05-03 09:33:50 -04:00
Andrei Betlen
dd9ad1c759 Formatting 2023-05-01 21:51:16 -04:00
Andrei Betlen
b6747f722e Fix logprob calculation. Fixes #134 2023-05-01 17:45:08 -04:00
Andrei Betlen
350a1769e1 Update sampling api 2023-05-01 14:47:55 -04:00
Mug
18a0c10032 Remove excessive errors="ignore" and add utf8 test 2023-04-29 12:19:22 +02:00
Mug
b7d14efc8b Python weirdness 2023-04-28 13:20:31 +02:00
Mug
eed61289b6 Dont detect off tokens, detect off detokenized utf8 2023-04-28 13:16:18 +02:00
Mug
3a98747026 One day, i'll fix off by 1 errors permanently too 2023-04-28 12:54:28 +02:00
Mug
c39547a986 Detect multi-byte responses and wait 2023-04-28 12:50:30 +02:00
Mug
5f81400fcb Also ignore errors on input prompts 2023-04-26 14:45:51 +02:00
Mug
be2c961bc9 Merge branch 'main' of https://github.com/abetlen/llama-cpp-python 2023-04-26 14:38:09 +02:00
Mug
c4a8491d42 Fix decode errors permanently 2023-04-26 14:37:06 +02:00
Andrei Betlen
cc706fb944 Add ctx check and re-order __init__. Closes #112 2023-04-25 09:00:53 -04:00
Andrei Betlen
d484c5634e Bugfix: Check cache keys as prefix to prompt tokens 2023-04-24 22:18:54 -04:00
Andrei Betlen
cbe95bbb75 Add cache implementation using llama state 2023-04-24 19:54:41 -04:00
Andrei Betlen
2c359a28ff Merge branch 'main' of github.com:abetlen/llama_cpp_python into main 2023-04-24 17:51:27 -04:00
Andrei Betlen
197cf80601 Add save/load state api for Llama class 2023-04-24 17:51:25 -04:00
Andrei Betlen
86f8e5ad91 Refactor internal state for Llama class 2023-04-24 15:47:54 -04:00
Andrei
f37456133a
Merge pull request #108 from eiery/main 
Update n_batch default to 512 to match upstream llama.cpp
 2023-04-24 13:48:09 -04:00
eiery
aa12d8a81f
Update llama.py 
update n_batch default to 512 to match upstream llama.cpp
 2023-04-23 20:56:40 -04:00
Andrei Betlen
7230599593 Disable mmap when applying lora weights. Closes #107 2023-04-23 14:53:17 -04:00
Andrei Betlen
0df4d69c20 If lora base is not set avoid re-loading the model by passing NULL 2023-04-18 23:45:25 -04:00
Andrei Betlen
453e517fd5 Add seperate lora_base path for applying LoRA to quantized models using original unquantized model weights. 2023-04-18 10:20:46 -04:00
Andrei Betlen
eb7f278cc6 Add lora_path parameter to Llama model 2023-04-18 01:43:44 -04:00
Andrei Betlen
89856ef00d Bugfix: only eval new tokens 2023-04-15 17:32:53 -04:00
Andrei Betlen
92c077136d Add experimental cache 2023-04-15 12:03:09 -04:00
Andrei Betlen
a6372a7ae5 Update stop sequences for chat 2023-04-15 12:02:48 -04:00
Andrei Betlen
83b2be6dc4 Update chat parameters 2023-04-15 11:58:43 -04:00
Andrei Betlen
62087514c6 Update chat prompt 2023-04-15 11:58:19 -04:00
Andrei Betlen
02f9fb82fb Bugfix 2023-04-15 11:39:52 -04:00
Andrei Betlen
3cd67c7bd7 Add type annotations 2023-04-15 11:39:21 -04:00
Andrei Betlen
d7de0e8014 Bugfix 2023-04-15 00:08:04 -04:00
Andrei Betlen
e90e122f2a Use clear 2023-04-14 23:33:18 -04:00
Andrei Betlen
ac7068a469 Track generated tokens internally 2023-04-14 23:33:00 -04:00
Andrei Betlen
6e298d8fca Set kv cache size to f16 by default 2023-04-14 22:21:19 -04:00