baalajimaestro/llama.cpp
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Author SHA1 Message Date
tc-wolf
4924455dec
feat: Make saved state more compact on-disk (#1296) 
* State load/save changes

- Only store up to `n_tokens` logits instead of full `(n_ctx, n_vocab)`
  sized array.
  - Difference between ~350MB and ~1500MB for example prompt with ~300
    tokens (makes sense lol)
- Auto-formatting changes

* Back out formatting changes
 2024-04-17 10:06:50 -04:00
ddh0
c96b2daebf feat: Use all available CPUs for batch processing (#1345) 2024-04-17 10:05:54 -04:00
Andrei Betlen
bb65b4d764 fix: pass correct type to chat handlers for chat completion logprobs 2024-04-10 03:41:55 -04:00
Andrei Betlen
8649d7671b fix: segfault when logits_all=False. Closes #1319 2024-04-03 15:30:31 -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
4084aabe86 fix: set default pooling type to unspecified 2024-03-14 10:04:57 -04:00
Andrei Betlen
d318cc8b83 fix: Set default pooling_type to mean, check for null pointer. 2024-03-14 09:17:41 -04:00
Douglas Hanley
2811014bae
feat: Switch embed to llama_get_embeddings_seq (#1263) 
* switch to llama_get_embeddings_seq

* Remove duplicate definition of llama_get_embeddings_seq

Co-authored-by: Andrei <abetlen@gmail.com>

---------

Co-authored-by: Andrei <abetlen@gmail.com>
 2024-03-08 20:59:35 -05:00
Andrei Betlen
93dc56ace8 Update llama.cpp 2024-03-06 01:32:00 -05:00
Andrei Betlen
97aa3a153d docs: Add information re: auto chat formats. Closes #1236 2024-03-01 13:10:25 -05:00
Andrei Betlen
f062a7f51d feat: Update llama.cpp 2024-03-01 12:57:16 -05:00
Sigbjørn Skjæret
c36ab15e68
fix: eos/bos_token set correctly for Jinja2ChatFormatter and automatic chat formatter (#1230) 
The token strings were not correctly retrieved (empty).
 2024-02-28 01:30:31 -05:00
Andrei Betlen
2292af5796 feat: Update llama.cpp 2024-02-25 16:53:58 -05:00
Andrei Betlen
47bad30dd7 fix: LlamaHFTokenizer now receives pre_tokens 2024-02-23 12:23:24 -05:00
Andrei Betlen
db776a885c fix: module 'llama_cpp.llama_cpp' has no attribute 'c_uint8' 2024-02-23 11:24:53 -05:00
Andrei Betlen
e6d6260a91 fix: Update from_pretrained defaults to match hf_hub_download 2024-02-22 00:10:23 -05:00
Andrei
7f51b6071f
feat(low-level-api): Improve API static type-safety and performance (#1205) 2024-02-21 16:25:38 -05:00
Andrei
0f8aa4ab5c
feat: Pull models directly from huggingface (#1206) 
* Add from_pretrained method to Llama class

* Update docs

* Merge filename and pattern
 2024-02-21 16:25:10 -05:00
Andrei Betlen
53f6f5f415 fix: self.numa missing 2024-02-17 01:02:33 -05:00
Andrei Betlen
fdce078cb9 feat: Update llama.cpp 2024-02-17 00:37:51 -05:00
Andrei Betlen
0ce66bc080 fix: create_embedding broken response for input type str 2024-02-15 16:09:48 -05:00
Douglas Hanley
7bb91f025f
fix: Incorporate embedding pooling layer fixes (#1194) 
* remove division by token count

* truncate to n_batch, not n_ctx
 2024-02-15 15:16:30 -05:00
Douglas Hanley
d7a67917ba
feat: Support batch embeddings (#1186) 
* handle batched embeddings

* fix normalization issue

* fix type hints, ensure no breaking changes to embed

* Clear kv cache / reset internal state after embedding complete

---------

Co-authored-by: Andrei <abetlen@gmail.com>
 2024-02-14 04:26:09 -05:00
Andrew Lapp
d6be5333e1
fix: sample idx off-by-one error for logit_processors (#1179) 
* fix sample_idx off-by-one error

* self._scores is indexed differently, only modify the index within self._input_ids

---------

Co-authored-by: Andrew Lapp <andrew@rew.la>
Co-authored-by: Andrei <abetlen@gmail.com>
 2024-02-13 12:26:07 -05:00
Andrei Betlen
cb791716b4 fix: Always set logits_all = True when using speculative decoding 2024-02-12 16:19:05 -05:00
Andrei
153a0049d9
feat: Generic chatml Function Calling (#957) 
* Add demo notebook

* Add initial chat handler

* Update OpenAI types

* Add generic chatml function calling (wip)

* Update chatml generic function calling.

* Progress on auto-tool calls

* fix streaming functions

* Remove print statements

* fix: Suppress output from llama.cpp init and grammar creation

* Add OpenAI v1 python api compatible chat completion function

* Support non-streaming multi-tool calls

* Format

* Include function_call in response.
 2024-02-12 15:56:07 -05:00
Andrei Betlen
4abb8c9386 Merge branch 'main' of github.com:abetlen/llama_cpp_python into main 2024-02-09 13:32:31 -05:00
Andrei Betlen
e16f06e6eb fix: revert _create_completions. 2024-02-09 02:02:13 -05:00
Andrei Betlen
b5fca911b5 feat: Move tokenizer to own module 2024-02-08 01:08:18 -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 Betlen
59760c85ed fix: Use llama_log_callback to avoid suppress_stdout_stderr 2024-02-05 21:52:12 -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
9677a1f2c8 fix: Check order 2024-01-23 22:28:03 -05:00
Andrei Betlen
4d6b2f7b91 fix: format 2024-01-23 22:08:27 -05:00
Phil H
fe5d6ea648
fix: GGUF metadata KV overrides, re #1011 (#1116) 
* kv overrides another attempt

* add sentinel element, simplify array population

* ensure sentinel element is zeroed
 2024-01-23 22:00:38 -05:00
Andrei Betlen
5a34c57e54 feat: Expose gguf model metadata in metadata property 2024-01-19 10:46:03 -05:00
Andrei Betlen
3babe3512c Fix mirostat sampling 2024-01-19 08:31:59 -05:00
Andrei Betlen
48c3b77e6f Offload KQV by default 2024-01-18 11:08:57 -05:00
Andrei Betlen
7b46bb5a78 Re-order classes in llama.py 2024-01-17 09:16:13 -05:00
Andrei Betlen
cc4630e66f Move helper classes to _internals submodule 2024-01-17 09:14:00 -05:00
Andrei Betlen
3b92419132 Move cache classes to llama_cache submodule. 2024-01-17 09:09:12 -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
Stephen Hankinson
df3be58d6c
Add ability to pass in penalize_nl param (#1068) 2024-01-10 02:46:27 -05:00
Andrei Betlen
d9a1d90fd7 Fix typo 2023-12-22 15:12:27 -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
twaka
2f03fb0231
fix text_offset of multi-token characters (#1037) 
* fix text_offsets for bytes tokens

* fix
 2023-12-22 00:03:29 -05:00
Andrei Betlen
a05b4da80a fix: float32 is not JSON serializable when streaming logits. 2023-12-18 18:40:36 -05:00