baalajimaestro/llama.cpp
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Author SHA1 Message Date
Andrei Betlen
22d77eefd2 feat: Add option to enable flash_attn to Lllama params and ModelSettings 2024-04-30 09:29:16 -04:00
Andrei
fe2da09538
feat: Generic Chat Formats, Tool Calling, and Huggingface Pull Support for Multimodal Models (Obsidian, LLaVA1.6, Moondream) (#1147) 
* Test dummy image tags in chat templates

* Format and improve  types for llava_cpp.py

* Add from_pretrained support to llava chat format.

* Refactor llava chat format to use a jinja2

* Revert chat format test

* Add moondream support (wip)

* Update moondream chat format

* Update moondream chat format

* Update moondream prompt

* Add function calling support

* Cache last image embed

* Add Llava1.6 support

* Add nanollava support

* Add obisidian support

* Remove unnecessary import

* Re-order multimodal chat formats

* Logits all no longer required for multi-modal models

* Update README.md

* Update docs

* Update README

* Fix typo

* Update README

* Fix typo
 2024-04-30 01:35:38 -04:00
Andrei Betlen
fcfea66857 fix: pydantic deprecation warning 2024-04-25 21:21:48 -04:00
Sean Bailey
53ebcc8bb5
feat(server): Provide ability to dynamically allocate all threads if desired using -1 (#1364) 2024-04-23 02:35:38 -04:00
khimaros
b73c73c0c6
feat: add disable_ping_events flag (#1257) 
for backward compatibility, this is false by default

it can be set to true to disable EventSource pings
which are not supported by some OpenAI clients.

fixes https://github.com/abetlen/llama-cpp-python/issues/1256
 2024-04-17 10:08:19 -04:00
ddh0
c96b2daebf feat: Use all available CPUs for batch processing (#1345) 2024-04-17 10:05:54 -04:00
Andrei Betlen
060bfa64d5 feat: Add support for yaml based configs 2024-04-10 02:47:01 -04:00
Limour
f165048a69
feat: add support for KV cache quantization options (#1307) 
* add KV cache quantization options

https://github.com/abetlen/llama-cpp-python/discussions/1220
https://github.com/abetlen/llama-cpp-python/issues/1305

* Add ggml_type

* Use ggml_type instead of string for quantization

* Add server support

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2024-04-01 10:19:28 -04:00
windspirit95
aa9f1ae011
feat: Add logprobs support to chat completions (#1311) 
* Add logprobs return in ChatCompletionResponse

* Fix duplicate field

* Set default to false

* Simplify check

* Add server example

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2024-03-31 13:30:13 -04:00
Andrei Betlen
d11ccc3036 fix(server): minor type fixes 2024-03-23 17:14:15 -04:00
Andrei Betlen
f7decc9562 docs: Add chat examples to openapi ui 2024-03-19 10:52:53 -04:00
Felipe Lorenz
c139f8b5d5
feat: Add endpoints for tokenize, detokenize and count tokens (#1136) 
* Add endpoint to count tokens

* Add tokenize and detokenize endpoints

* Change response key to tokens for tokenize endpoint

* Fix dependency bug

* Cleanup

* Remove example added by mistake

* Move tokenize, detokenize, and count to Extras namespace. Tag existing endpoints

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2024-03-08 21:09:00 -05:00
Andrei Betlen
727d60c28a misc: Format 2024-02-28 14:27:40 -05:00
Andrei Betlen
0d37ce52b1 feat: Update llama.cpp 2024-02-28 14:27:16 -05:00
Andrei
4d574bd765
feat(server): Add support for pulling models from Huggingface Hub (#1222) 
* Basic support for hf pull on server

* Add hf_model_repo_id setting

* Update README
 2024-02-26 14:35:08 -05:00
Andrei Betlen
dcf38f6141 fix: remove prematurely commited change 2024-02-25 21:00:37 -05:00
Andrei Betlen
2292af5796 feat: Update llama.cpp 2024-02-25 16:53:58 -05:00
Andrei Betlen
fdce078cb9 feat: Update llama.cpp 2024-02-17 00:37:51 -05:00
khimaros
ea1f88dd29
fix: Use '\n' seperator for EventSourceResponse (#1188) 
this fixes compatibility with some OpenAI clients, including BetterChatGPT (https://github.com/ztjhz/BetterChatGPT/issues/537).

Co-authored-by: Andrei <abetlen@gmail.com>
 2024-02-15 15:20:13 -05:00
Andrei Betlen
85d3374b4d fix: broken import 2024-02-08 01:13:28 -05:00
Jeffrey Fong
901827013b
feat: Integrate functionary v1.4 and v2 models + add custom tokenizer support to Llama class (#1078) 
* convert functionary-v1 chat handler to use hf autotokenizer

* add hf_tokenizer + inteegrate functionary-v1.4 prompt template

* integrate functionary v2 prompt template

* update readme

* set up parallel function calling wip

* set up parallel function calling

* Update README.md

* Update README.md

* refactor tokenizers

* include old functionary handler for backward compatibility

* add hf_tokenizer_path in server ModelSettings

* convert functionary-v1 chat handler to use hf autotokenizer

* add hf_tokenizer + inteegrate functionary-v1.4 prompt template

* integrate functionary v2 prompt template

* update readme

* set up parallel function calling wip

* resolve merge conflict

* Update README.md

* Update README.md

* refactor tokenizers

* include old functionary handler for backward compatibility

* add hf_tokenizer_path in server ModelSettings

* Cleanup PR, fix breaking changes

* Use hf_pretrained_model_name_or_path for tokenizer

* fix hf tokenizer in streaming

* update README

* refactor offset mapping

---------

Co-authored-by: Andrei <abetlen@gmail.com>
 2024-02-07 20:07:03 -05:00
Andrei
fb762a6041
Add speculative decoding (#1120) 
* Add draft model param to llama class, implement basic prompt lookup decoding draft model

* Use samplingcontext for sampling

* Use 1d array

* Use draft model for sampling

* Fix dumb mistake

* Allow for later extensions to the LlamaDraftModel api

* Cleanup

* Adaptive candidate prediction

* Update implementation to match hf transformers

* Tuning

* Fix bug where last token was not used for ngram prediction

* Remove heuristic for num_pred_tokens (no benefit)

* fix: n_candidates bug.

* Add draft_model_num_pred_tokens server setting

* Cleanup

* Update README
 2024-01-31 14:08:14 -05:00
Andrei
da003d8768
Automatically set chat format from gguf (#1110) 
* Use jinja formatter to load chat format from gguf

* Fix off-by-one error in metadata loader

* Implement chat format auto-detection
 2024-01-29 14:22:23 -05:00
Andrei Betlen
cde7514c3d feat(server): include llama-cpp-python version in openapi spec 2024-01-25 11:23:18 -05:00
Andrei Betlen
24f39454e9 fix: pass chat handler not chat formatter for huggingface autotokenizer and tokenizer_config formats. 2024-01-21 18:38:04 -05:00
Andrei Betlen
141293a75b Fix python3.8 support 2024-01-19 08:17:49 -05:00
Andrei Betlen
b8fc1c7d83 feat: Add ability to load chat format from huggingface autotokenizer or tokenizer_config.json files. 2024-01-18 21:21:37 -05:00
Andrei Betlen
48c3b77e6f Offload KQV by default 2024-01-18 11:08:57 -05:00
Kyle Mistele
9c36688b33
fix(cli): allow passing n_ctx=0 to openAI API server args to use model n_ctx_train field per #1015 (#1093) 2024-01-16 18:54:06 -05:00
anil
cfb7da98ed
Support Accept text/event-stream in chat and completion endpoints, resolves #1083 (#1088) 
Co-authored-by: Anil Pathak <anil@heyday.com>
Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2024-01-16 12:52:52 -05:00
Andrei Betlen
84615adbc6 Add split_mode option. Closes #1085 2024-01-15 12:49:20 -05:00
Phil H
76aafa6149
Implement GGUF metadata KV overrides (#1011) 
* Implement GGUF metadata overrides

* whitespace fix

* Fix kv overrides.

* Fix pointer and pickle

* Match llama.cpp kv_overrides cli argument

---------

Co-authored-by: Andrei <abetlen@gmail.com>
 2024-01-15 12:29:29 -05:00
Andrei Betlen
522aecb868 docs: add server config docs 2023-12-22 14:37:24 -05:00
swg
4b01a873ef
server: Support none defaulting to infinity for completions (#111) 
* Support defaulting to infinity or -1 for chat completions

* Check if completion_tokens is none in error handler.

* fix: max_tokens in create completion should match openai spec

* Fix __call__

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2023-12-22 14:05:13 -05:00
Dave
12b7f2f4e9
[Feat] Multi model support (#931) 
* Update Llama class to handle chat_format & caching

* Add settings.py

* Add util.py & update __main__.py

* multimodel

* update settings.py

* cleanup

* delete util.py

* Fix /v1/models endpoint

* MultiLlama now iterable, app check-alive on "/"

* instant model init if file is given

* backward compability

* revert model param mandatory

* fix error

* handle individual model config json

* refactor

* revert chathandler/clip_model changes

* handle chat_handler in MulitLlama()

* split settings into server/llama

* reduce global vars

* Update LlamaProxy to handle config files

* Add free method to LlamaProxy

* update arg parsers & install server alias

* refactor cache settings

* change server executable name

* better var name

* whitespace

* Revert "whitespace"

This reverts commit bc5cf51c64a95bfc9926e1bc58166059711a1cd8.

* remove exe_name

* Fix merge bugs

* Fix type annotations

* Fix type annotations

* Fix uvicorn app factory

* Fix settings

* Refactor server

* Remove formatting fix

* Format

* Use default model if not found in model settings

* Fix

* Cleanup

* Fix

* Fix

* Remove unnused CommandLineSettings

* Cleanup

* Support default name for copilot-codex models

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2023-12-22 05:51:25 -05:00
docmeth02
33cc623346
Implement openai api compatible authentication (#1010) 2023-12-21 13:44:49 -05:00
Andrei Betlen
095c650006 Add offload_kqv option to llama and server 2023-12-18 15:36:09 -05:00
Brandon Roberts
62944df142
Bugfix: Remove f16_kv, add offload_kqv field (#1019) 
F16_KV appears to have been removed here: af99c6fbfc

This addresses two issues:

 - #995 which just requests to add the KV cache offloading param
 - #1006 a NULL ptr exception when using the embeddings (introduced by
   leaving f16_kv in the fields struct)
 2023-12-18 14:27:11 -05:00
Radoslav Gerganov
8e44a32075
Add support for running the server with SSL (#994) 2023-12-11 20:47:11 -05:00
Andrei Betlen
1a7bf2037b docs: Update openapi endpoint names 2023-11-24 03:39:29 -05:00
Andrei Betlen
128dc4731f Fix #569 2023-11-21 04:39:05 -05:00
Andrei Betlen
7a3f87846b Format 2023-11-21 04:02:20 -05:00
Andrei Betlen
07e47f55ba Add support for logit_bias outside of server api. Closes #827 2023-11-21 03:59:46 -05:00
TK-Master
b8438f70b5
Added support for min_p (#921) 
* Added support for min_p

My small contribution to this great project.

Ref: https://github.com/ggerganov/llama.cpp/pull/3841

Closes: https://github.com/abetlen/llama-cpp-python/issues/911

* Fix for negative temp (sample_softmax)
 2023-11-20 23:21:33 -05:00
Andrei Betlen
e7962d2c73 Fix: default max_tokens matches openai api (16 for completion, max length for chat completion) 2023-11-10 02:49:27 -05:00
Andrei Betlen
ca4cb88351 Fix destructor NoneType is not callable error 2023-11-08 11:05:45 -05:00
Andrei Betlen
b30b9c338b Add JSON mode support. Closes #881 2023-11-08 00:07:16 -05:00
Andrei Betlen
86aeb9f3a1 Add seed parameter support for completion and chat_completion requests. Closes #884 2023-11-07 23:37:28 -05:00
Damian Stewart
aab74f0b2b
Multimodal Support (Llava 1.5) (#821) 
* llava v1.5 integration

* Point llama.cpp to fork

* Add llava shared library target

* Fix type

* Update llama.cpp

* Add llava api

* Revert changes to llama and llama_cpp

* Update llava example

* Add types for new gpt-4-vision-preview api

* Fix typo

* Update llama.cpp

* Update llama_types to match OpenAI v1 API

* Update ChatCompletionFunction type

* Reorder request parameters

* More API type fixes

* Even More Type Updates

* Add parameter for custom chat_handler to Llama class

* Fix circular import

* Convert to absolute imports

* Fix

* Fix pydantic Jsontype bug

* Accept list of prompt tokens in create_completion

* Add llava1.5 chat handler

* Add Multimodal notebook

* Clean up examples

* Add server docs

---------

Co-authored-by: Andrei Betlen <abetlen@gmail.com>
 2023-11-07 22:48:51 -05:00
Andrei Betlen
df9362eeea Update llama.cpp 2023-11-03 11:34:50 -04:00