Commit Graph

45 Commits

Author SHA1 Message Date
Ettore Di Giacinto
51d86b86d1 chore: extract realtime models into two categories
One is anyToAny models that requires a VAD model, and one is
wrappedModel that requires as well VAD models along others in the
pipeline.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-23 16:00:23 +01:00
Ettore Di Giacinto
3b4c1a7054 Load wrapper clients
Testing with:

```yaml
name: gpt-4o
pipeline:
 tts: voice-it-riccardo_fasol-x-low
 transcription: whisper-base-q5_1
 llm: llama-3.2-1b-instruct:q4_k_m
```

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-23 16:00:23 +01:00
Ettore Di Giacinto
25c1fe3583 Add model interface to sessions
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-23 16:00:23 +01:00
Ettore Di Giacinto
cea5a0ea42
feat(template): read jinja templates from gguf files (#4332)
* Read jinja templates as fallback

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Move templating out of model loader

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Test TemplateMessages

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Set role and content from transformers

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Tests: be more flexible

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* More jinja

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Small refactoring and adaptations

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-08 13:50:33 +01:00
Ettore Di Giacinto
d4c1746c7d
feat(llama.cpp): expose cache_type_k and cache_type_v for quant of kv cache (#4329)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-06 10:23:59 +01:00
Ettore Di Giacinto
44a5dac312
feat(backend): add stablediffusion-ggml (#4289)
* feat(backend): add stablediffusion-ggml

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* chore(ci): track stablediffusion-ggml

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Use default scheduler and sampler if not specified

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Move cfg scale out of diffusers block

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Make it working

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: set free_params_immediately to false to call the model in sequence

https://github.com/leejet/stable-diffusion.cpp/issues/366

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-12-03 22:41:22 +01:00
Ettore Di Giacinto
947224b952
feat(diffusers): allow multiple lora adapters (#4081)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-11-05 15:14:33 +01:00
Ettore Di Giacinto
ae1ec4e096
feat(vllm): expose 'load_format' (#3943)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-23 15:34:57 +02:00
Ettore Di Giacinto
ccc7cb0287
feat(templates): use a single template for multimodals messages (#3892)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-22 09:34:05 +02:00
Ettore Di Giacinto
648ffdf449
feat(multimodal): allow to template placeholders (#3728)
feat(multimodal): allow to template image placeholders

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-10-04 18:32:29 +02:00
Dave
307a835199
groundwork: ListModels Filtering Upgrade (#2773)
* seperate the filtering from the middleware changes

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-10-01 18:55:46 +00:00
Ettore Di Giacinto
cf747bcdec
feat: extract output with regexes from LLMs (#3491)
* feat: extract output with regexes from LLMs

This changset adds `extract_regex` to the LLM config. It is a list of
regexes that can match output and will be used to re extract text from
the LLM output. This is particularly useful for LLMs which outputs final
results into tags.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Add tests, enhance output in case of configuration error

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-09-13 13:27:36 +02:00
Ettore Di Giacinto
a36b721ca6
fix: be consistent in downloading files, check for scanner errors (#3108)
* fix(downloader): be consistent in downloading files

This PR puts some order in the downloader such as functions are re-used
across several places.

This fixes an issue with having uri's inside the model YAML file, it
would resolve to MD5 rather then using the filename

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(scanner): do raise error only if unsafeFiles are found

Fixes: https://github.com/mudler/LocalAI/issues/3114

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-08-02 20:06:25 +02:00
Ettore Di Giacinto
35561edb6e
feat(llama.cpp): support embeddings endpoints (#2871)
* feat(llama.cpp): add embeddings

Also enable embeddings by default for llama.cpp models

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(Makefile): prepare llama.cpp sources only once

Otherwise we keep cloning llama.cpp for each of the variants

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* do not set embeddings to false

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs: add embeddings to the YAML config reference

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-07-15 22:54:16 +02:00
Ettore Di Giacinto
a181dd0ebc
refactor: gallery inconsistencies (#2647)
* refactor(gallery): move under core/

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(unarchive): do not allow symlinks

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-24 17:32:12 +02:00
Sertaç Özercan
5866fc8ded
chore: fix go.mod module (#2635)
Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-06-23 08:24:36 +00:00
Ettore Di Giacinto
aae7ad9d73
feat(llama.cpp): guess model defaults from file (#2522)
* wip: guess informations from gguf file

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* update go mod

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Small fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Identify llama3

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Do not try to guess the name, as reading gguf files can be expensive

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Allow to disable guessing

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-08 22:13:02 +02:00
Chakib Benziane
b99182c8d4
TTS API improvements (#2308)
* update doc on COQUI_LANGUAGE env variable

Signed-off-by: blob42 <contact@blob42.xyz>

* return errors from tts gRPC backend

Signed-off-by: blob42 <contact@blob42.xyz>

* handle speaker_id and language in coqui TTS backend

Signed-off-by: blob42 <contact@blob42.xyz>

* TTS endpoint: add optional language paramter

Signed-off-by: blob42 <contact@blob42.xyz>

* tts fix: empty language string breaks non-multilingual models

Signed-off-by: blob42 <contact@blob42.xyz>

* allow tts param definition in config file

- consolidate TTS options under `tts` config entry

Signed-off-by: blob42 <contact@blob42.xyz>

* tts: update doc

Signed-off-by: blob42 <contact@blob42.xyz>

---------

Signed-off-by: blob42 <contact@blob42.xyz>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-06-01 18:26:27 +00:00
Prajwal S Nayak
4d98dd9ce7
feat(image): support response_type in the OpenAI API request (#2347)
* Change response_format type to string to match OpenAI Spec

Signed-off-by: prajwal <prajwalnayak7@gmail.com>

* updated response_type type to interface

Signed-off-by: prajwal <prajwalnayak7@gmail.com>

* feat: correctly parse generic struct

Signed-off-by: mudler <mudler@localai.io>

* add tests

Signed-off-by: mudler <mudler@localai.io>

---------

Signed-off-by: prajwal <prajwalnayak7@gmail.com>
Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: mudler <mudler@localai.io>
2024-05-29 14:40:54 +02:00
Dave
0b637465d9
refactor: Minor improvements to BackendConfigLoader (#2353)
some minor renames and refactorings within BackendConfigLoader - make things more consistent, remove underused code, rename things for clarity

Signed-off-by: Dave Lee <dave@gray101.com>
2024-05-23 22:48:12 +02:00
Ettore Di Giacinto
6cbe6a4f99
models(gallery): add phi-3-medium-4k-instruct (#2367)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-22 08:32:30 +02:00
Ettore Di Giacinto
1a3dedece0
dependencies(grpcio): bump to fix CI issues (#2362)
feat(grpcio): bump to fix CI issues

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-21 14:33:47 +02:00
Ettore Di Giacinto
c89271b2e4
feat(llama.cpp): add distributed llama.cpp inferencing (#2324)
* feat(llama.cpp): support distributed llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat: let tweak how chat messages are merged together

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactor

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Makefile: register to ALL_GRPC_BACKENDS

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* refactoring, allow disable auto-detection of backends

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* minor fixups

Signed-off-by: mudler <mudler@localai.io>

* feat: add cmd to start rpc-server from llama.cpp

Signed-off-by: mudler <mudler@localai.io>

* ci: add ccache

Signed-off-by: mudler <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: mudler <mudler@localai.io>
2024-05-15 01:17:02 +02:00
Ettore Di Giacinto
e49ea0123b
feat(llama.cpp): add flash_attention and no_kv_offloading (#2310)
feat(llama.cpp): add flash_attn and no_kv_offload

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-13 19:07:51 +02:00
Dave
c4f958e11b
refactor(application): introduce application global state (#2072)
* start breaking up the giant channel refactor now that it's better understood - easier to merge bites

Signed-off-by: Dave Lee <dave@gray101.com>

* add concurrency and base64 back in, along with new base64 tests.

Signed-off-by: Dave Lee <dave@gray101.com>

* Automatic rename of whisper.go's Result to TranscriptResult

Signed-off-by: Dave Lee <dave@gray101.com>

* remove pkg/concurrency - significant changes coming in split 2

Signed-off-by: Dave Lee <dave@gray101.com>

* fix comments

Signed-off-by: Dave Lee <dave@gray101.com>

* add list_model service as another low-risk service to get it out of the way

Signed-off-by: Dave Lee <dave@gray101.com>

* split backend config loader into seperate file from the actual config struct. No changes yet, just reduce cognative load with smaller files of logical blocks

Signed-off-by: Dave Lee <dave@gray101.com>

* rename state.go ==> application.go

Signed-off-by: Dave Lee <dave@gray101.com>

* fix lost import?

Signed-off-by: Dave Lee <dave@gray101.com>

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-29 17:42:37 +00:00
Ettore Di Giacinto
e8d44447ad
feat(gallery): support model deletion (#2173)
* feat(gallery): op now supports deletion of models

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Wire things with WebUI(WIP)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* minor improvements

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-28 23:42:46 +02:00
Ettore Di Giacinto
fb2a05ff43
feat(gallery): display job status also during navigation (#2151)
* feat(gallery): keep showing progress also when refreshing

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix(intel-gpu): better defaults

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* feat: make it thread-safe

Signed-off-by: mudler <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: mudler <mudler@localai.io>
2024-04-27 09:08:33 +02:00
Ettore Di Giacinto
0d8bf91699
feat: Galleries UI (#2104)
* WIP: add models to webui

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* Register routes

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: don't cache models

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* small fixups

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* fix: fixup multiple installs (strings.Clone)

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-23 09:22:58 +02:00
Ettore Di Giacinto
180cd4ccda
fix(llama.cpp-ggml): fixup max_tokens for old backend (#2094)
fix(llama.cpp-ggml): set 0 as default for `max_tokens`

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-21 16:34:00 +02:00
Ettore Di Giacinto
afa1bca1e3
fix(llama.cpp): set -1 as default for max tokens (#2087)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-20 20:20:10 +02:00
Taikono-Himazin
03adc1f60d
Add tensor_parallel_size setting to vllm setting items (#2085)
Signed-off-by: Taikono-Himazin <kazu@po.harenet.ne.jp>
2024-04-20 14:37:02 +00:00
Ettore Di Giacinto
bbea62b907
feat(functions): support models with no grammar, add tests (#2068)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-18 22:43:12 +02:00
Ettore Di Giacinto
af9e5a2d05
Revert #1963 (#2056)
* Revert "fix(fncall): fix regression introduced in #1963 (#2048)"

This reverts commit 6b06d4e0af.

* Revert "fix: action-tmate back to upstream, dead code removal (#2038)"

This reverts commit fdec8a9d00.

* Revert "feat(grpc): return consumed token count and update response accordingly (#2035)"

This reverts commit e843d7df0e.

* Revert "refactor: backend/service split, channel-based llm flow (#1963)"

This reverts commit eed5706994.

* feat(grpc): return consumed token count and update response accordingly

Fixes: #1920

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-17 23:33:49 +02:00
Dave
eed5706994
refactor: backend/service split, channel-based llm flow (#1963)
Refactor: channel based llm flow and services split

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-13 09:45:34 +02:00
Ludovic Leroux
12c0d9443e
feat: use tokenizer.apply_chat_template() in vLLM (#1990)
Use tokenizer.apply_chat_template() in vLLM

Signed-off-by: Ludovic LEROUX <ludovic@inpher.io>
2024-04-11 19:20:22 +02:00
Ettore Di Giacinto
8342553214
fix(llama.cpp): set better defaults for llama.cpp (#1961)
fix(defaults): set better defaults for llama.cpp

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-06 22:56:45 +02:00
Ettore Di Giacinto
ff77d3bc22
fix(seed): generate random seed per-request if -1 is set (#1952)
* fix(seed): generate random seed per-request if -1 is set

Also update ci with new workflows and allow the aio tests to run with an
api key

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

* docs(openvino): Add OpenVINO example

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-03 22:25:47 +02:00
Ettore Di Giacinto
9bc209ba73
fix(welcome): stable model list (#1949) 2024-04-02 19:25:32 +02:00
Ettore Di Giacinto
e8f02c083f
fix(functions): respect when selected from string (#1940)
* fix(functions): respect when selected from string

* fix(toolschoice): decode both string and objects
2024-04-01 19:39:54 +02:00
Ettore Di Giacinto
600152df23
fix(config): pass by config options, respect defaults (#1878)
This bug had the unpleasant effect that it ignored defaults passed by
the CLI. For instance threads could be changed only via model config
file.
2024-03-22 20:55:11 +01:00
Ettore Di Giacinto
843f93e1ab
fix(config): default to debug=false if not set (#1853) 2024-03-18 18:59:39 +01:00
Ettore Di Giacinto
b9e77d394b
feat(model-help): display help text in markdown (#1825)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-03-13 21:50:46 +01:00
Ettore Di Giacinto
f895d06605
fix(config): set better defaults for inferencing (#1822)
* fix(defaults): set better defaults for inferencing

This changeset aim to have better defaults and to properly detect when
no inference settings are provided with the model.

If not specified, we defaults to mirostat sampling, and offload all the
GPU layers (if a GPU is detected).

Related to https://github.com/mudler/LocalAI/issues/1373 and https://github.com/mudler/LocalAI/issues/1723

* Adapt tests

* Also pre-initialize default seed
2024-03-13 10:05:30 +01:00
Ludovic Leroux
939411300a
Bump vLLM version + more options when loading models in vLLM (#1782)
* Bump vLLM version to 0.3.2

* Add vLLM model loading options

* Remove transformers-exllama

* Fix install exllama
2024-03-01 22:48:53 +01:00
Dave
1c312685aa
refactor: move remaining api packages to core (#1731)
* core 1

* api/openai/files fix

* core 2 - core/config

* move over core api.go and tests to the start of core/http

* move over localai specific endpoints to core/http, begin the service/endpoint split there

* refactor big chunk on the plane

* refactor chunk 2 on plane, next step: port and modify changes to request.go

* easy fixes for request.go, major changes not done yet

* lintfix

* json tag lintfix?

* gitignore and .keep files

* strange fix attempt: rename the config dir?
2024-03-01 16:19:53 +01:00