Commit Graph

235 Commits

Author SHA1 Message Date
Ettore Di Giacinto
6c087ae743
feat(arm64): enable single-binary builds (#2490)
* ci: try to build for arm64

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

* Allow to skip hipblas on make dist

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

* use arm64 cross compiler

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

* correctly target go arm64

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

* create a separate target

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

* cross-compile grpc

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

* Add Protobuf include dirs

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

* temp disable CUDA build

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

* aarch64 builds: Reduce backends

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

* Even less backends

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

* Even less backends

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

* feat(startup): allow to load libs from extracted assets

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

* makefile: set arch

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-09 15:11:37 +02:00
Ettore Di Giacinto
596cf76135
build(intel): bundle intel variants in single-binary (#2494)
* wip: try to build also intel variants

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

* Add dependencies

* Select automatically intel backend

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-06 08:40:51 +02:00
Dave
d072835796
feat:OpaqueErrors to hide error information (#2486)
* adds a new configuration option to hide all error message information from http requests
---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-06-05 08:45:24 +02:00
Ettore Di Giacinto
17cf6c4a4d
feat(amdgpu): try to build in single binary (#2485)
* feat(amdgpu): try to build in single binary

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

* Release space from worker

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-05 08:44:15 +02:00
Dave
2fc6fe806b
fix: pkg/downloader should respect basePath for file:// urls (#2481)
* pass basePath down to pkg/downloader

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

* enforce

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

---------

Signed-off-by: Dave Lee <dave@gray101.com>
2024-06-04 14:32:47 +00:00
Ettore Di Giacinto
bdd6769b2d
feat(default): use number of physical cores as default (#2483)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-06-04 15:23:29 +02:00
Ettore Di Giacinto
5d31e5269d
feat(functions): allow response_regex to be a list (#2447)
feat(functions): allow regex match to be a list

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-31 22:52:02 +02:00
Ettore Di Giacinto
3f7212c660
feat(functions): better free string matching, allow to expect strings after JSON (#2445)
Allow now any non-character, both as suffix and prefix when mixed grammars are enabled

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-31 09:36:27 +02:00
Ettore Di Giacinto
669cd06dd9
feat(functions): allow parallel calls with mixed/no grammars (#2432)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-28 21:06:09 +02:00
Ettore Di Giacinto
ea330d452d
models(gallery): add mistral-0.3 and command-r, update functions (#2388)
* models(gallery): add mistral-0.3 and command-r, update functions

Add also disable_parallel_new_lines to disable newlines in the JSON
output when forcing parallel tools. Some models (like mistral) might be
very sensible to that when being used for function calling.

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

* models(gallery): add aya-23-8b

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-23 19:16:08 +02:00
Ettore Di Giacinto
491e1d752b
feat(functions): relax mixedgrammars (#2365)
* feat(functions): relax mixedgrammars

Extend even more the functionalities and when mixed mode is enabled,
tolerate also both strings and JSON in the result - in this case we make
sure that the JSON can be correctly parsed.

This also updates the examples and the gallery model to configure the
grammar.

The changeset also breaks current function/grammar configuration as it
reserves now a stanza in the YAML config.

For example:

```yaml
function:
  grammar:
    # This allows the grammar to also return messages
    mixed_mode: true
    # Suffix to add to the grammar
    # prefix: '<tool_call>\n'
    # Force parallel calls in the grammar
    # parallel_calls: true
```

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

* refactor, add a way to disable mixed json and freestring

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

* Fix linting issues

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-22 00:14:16 +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
fdb45153fe
feat(llama.cpp): Totally decentralized, private, distributed, p2p inference (#2343)
* feat(llama.cpp): Enable decentralized, distributed inference

As https://github.com/mudler/LocalAI/pull/2324 introduced distributed inferencing thanks to
@rgerganov implementation in https://github.com/ggerganov/llama.cpp/pull/6829 in upstream llama.cpp, now
it is possible to distribute the workload to remote llama.cpp gRPC server.

This changeset now uses mudler/edgevpn to establish a secure, distributed network between the nodes using a shared token.
The token is generated automatically when starting the server with the `--p2p` flag, and can be used by starting the workers
with `local-ai worker p2p-llama-cpp-rpc` by passing the token via environment variable (TOKEN) or with args (--token).

As per how mudler/edgevpn works, a network is established between the server and the workers with dht and mdns discovery protocols,
the llama.cpp rpc server is automatically started and exposed to the underlying p2p network so the API server can connect on.

When the HTTP server is started, it will discover the workers in the network and automatically create the port-forwards to the service locally.
Then llama.cpp is configured to use the services.

This feature is behind the "p2p" GO_FLAGS

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

* go mod tidy

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

* ci: add p2p tag

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

* better message

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-20 19:17:59 +02:00
Ettore Di Giacinto
5a6d120a56
feat(functions): don't use yaml.MapSlice (#2354)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-20 08:31:06 +02:00
Ettore Di Giacinto
73566a2bb2
feat(functions): allow to use JSONRegexMatch unconditionally (#2349)
* feat(functions): allow to use JSONRegexMatch unconditionally

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

* feat(functions): make json_regex_match a list

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-19 18:24:49 +02:00
lenaxia
6b6c8cdd5f
feat(functions): Enable true regex replacement for the regexReplacement option (#2341)
* Adding regex capabilities to ParseFunctionCall replacement

Signed-off-by: Lenaxia <github@47north.lat>

* Adding tests for the regex replace in ParseFunctionCall

Signed-off-by: Lenaxia <github@47north.lat>

* Fixing tests and adding a test case to validate double quote replacement works

Signed-off-by: Lenaxia <github@47north.lat>

* Make Regex replacement stable, drop lookaheads

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

---------

Signed-off-by: Lenaxia <github@47north.lat>
Signed-off-by: mudler <mudler@localai.io>
Co-authored-by: Lenaxia <github@47north.lat>
Co-authored-by: mudler <mudler@localai.io>
2024-05-19 01:29:10 +02:00
Ettore Di Giacinto
02f1b477df
feat(functions): simplify parsing, read functions as list (#2340)
Signed-off-by: mudler <mudler@localai.io>
2024-05-18 09:35:28 +02:00
Ettore Di Giacinto
beb598e4f9
feat(functions): mixed JSON BNF grammars (#2328)
feat(functions): support mixed JSON BNF grammar

This PR provides new options to control how functions are extracted from
the LLM, and also provides more control on how JSON grammars can be used
(also in conjunction).

New YAML settings introduced:

- `grammar_message`: when enabled, the generated grammar can also decide
  to push strings and not only JSON objects. This allows the LLM to pick
to either respond freely or using JSON.
- `grammar_prefix`: Allows to prefix a string to the JSON grammar
  definition.
- `replace_results`: Is a map that allows to replace strings in the LLM
  result.

As an example, consider the following settings for Hermes-2-Pro-Mistral,
which allow extracting both JSON results coming from the model, and the
ones coming from the grammar:

```yaml
function:
  # disable injecting the "answer" tool
  disable_no_action: true
  # This allows the grammar to also return messages
  grammar_message: true
  # Suffix to add to the grammar
  grammar_prefix: '<tool_call>\n'
  return_name_in_function_response: true
  # Without grammar uncomment the lines below
  # Warning: this is relying only on the capability of the
  # LLM model to generate the correct function call.
  # no_grammar: true
  # json_regex_match: "(?s)<tool_call>(.*?)</tool_call>"
  replace_results:
    "<tool_call>": ""
    "\'": "\""
```

Note: To disable entirely grammars usage in the example above, uncomment the
`no_grammar` and `json_regex_match`.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-15 20:03:18 +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
Sertaç Özercan
a670318a9f
feat: auto select llama-cpp cuda runtime (#2306)
* auto select cpu variant

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* remove cuda target for now

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* fix metal

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* fix path

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* cuda

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* auto select cuda

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* update test

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* select CUDA backend only if present

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

* ci: keep cuda bin in path

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

* Makefile: make dist now builds also cuda

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

* Keep pushing fallback in case auto-flagset/nvidia fails

There could be other reasons for which the default binary may fail. For example we might have detected an Nvidia GPU,
however the user might not have the drivers/cuda libraries installed in the system, and so it would fail to start.

We keep the fallback of llama.cpp at the end of the llama.cpp backends to try to fallback loading in case things go wrong

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

* Do not build cuda on MacOS

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

* cleanup

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* Apply suggestions from code review

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.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>
2024-05-14 19:40:18 +02:00
Ettore Di Giacinto
84e2407afa
feat(functions): allow to set JSON matcher (#2319)
Signed-off-by: mudler <mudler@localai.io>
2024-05-14 09:39:20 +02:00
Ettore Di Giacinto
c4186f13c3
feat(functions): support models with no grammar and no regex (#2315)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-14 00:32:32 +02:00
Sertaç Özercan
e2c3ffb09b
feat: auto select llama-cpp cpu variant (#2305)
* auto select cpu variant

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* remove cuda target for now

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* fix metal

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

* fix path

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>

---------

Signed-off-by: Sertac Ozercan <sozercan@gmail.com>
2024-05-13 11:37:52 +02:00
Ettore Di Giacinto
efa32a2677
feat(grammar): support models with specific construct (#2291)
When enabling grammar with functions, it might be useful to
allow more flexibility to support models that are fine-tuned against returning
function calls of the form of { "name": "function_name", "arguments" {...} }
rather then { "function": "function_name", "arguments": {..} }.

This might call out to a more generic approach later on, but for the moment being we can easily support both
as we have just to specific different types.

If needed we can expand on this later on

Signed-off-by: mudler <mudler@localai.io>
2024-05-12 01:13:22 +02:00
Ettore Di Giacinto
6559ac11b1
feat(ui): prompt for chat, support vision, enhancements (#2259)
* feat(ui): allow to set system prompt for chat

Make also the models in the index clickable, and display as table

Fixes #2257

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

* feat(vision): support also png with base64 input

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

* feat(ui): support vision and upload of files

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

* display the processed image

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

* make trust remote code stand out

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

* feat(ui): track in progress job across index/model gallery

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

* minor fixups

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: mudler <mudler@localai.io>
2024-05-08 00:42:34 +02:00
Ettore Di Giacinto
fe055d4b36
feat(webui): ux improvements (#2247)
* ux: change welcome when there are no models installed

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

* ux: filter

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

* ux: show tags in filter

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

* wip

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

* make tags clickable

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

* allow to delete models from the list

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

* ui: display icon of installed models

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

* gallery: remove gallery file when removing model

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

* feat(gallery): show a re-install button

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

* make filter buttons, rename Gallery field

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

* show again buttons at end of operations

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: mudler <mudler@localai.io>
2024-05-07 01:17:07 +02:00
Ettore Di Giacinto
b69ff46c7e
feat(startup): show CPU/GPU information with --debug (#2241)
Signed-off-by: mudler <mudler@localai.io>
2024-05-05 09:10:23 +02:00
Ettore Di Giacinto
530bec9c64
feat(llama.cpp): do not specify backends to autoload and add llama.cpp variants (#2232)
* feat(initializer): do not specify backends to autoload

We can simply try to autoload the backends extracted in the asset dir.
This will allow to build variants of the same backend (for e.g. with different instructions sets),
so to have a single binary for all the variants.

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

* refactor(prepare): refactor out llama.cpp prepare steps

Make it so are idempotent and that we can re-build

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

* [TEST] feat(build): build noavx version along

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

* build: make build parallel

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

* build: do not override CMAKE_ARGS

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

* build: add fallback variant

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

* Fixups

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

* fix(huggingface-langchain): fail if no token is set

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

* fix(huggingface-langchain): rename

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

* fix: do not autoload local-store

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

* fix: give priority between the listed backends

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

---------

Signed-off-by: mudler <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-05-04 17:56:12 +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
Dave
11c48a0004
fix: security scanner warning noise: error handlers part 2 (#2145)
check off a few more error handlers

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-29 15:11:42 +02:00
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
Dave
2cd4936c99
fix: security scanner warning noise: error handlers part 1 (#2141)
first group of error handlers to reduce security scanner warning noise level

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-26 10:34:31 +02:00
Dave
c8dd8e5ef4
fix: reduce chmod permissions for created files and directories (#2137)
quiet more security scanner issues: pass one of chmod restriction to remove group and other permissions

Signed-off-by: Dave Lee <dave@gray101.com>
2024-04-26 00:47:06 +02:00
Ettore Di Giacinto
48d0aa2f6d
models(gallery): add new models to the gallery (#2124)
* models: add reranker and parler-tts-mini

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

* fix: chatml im_end should not have a newline

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

* models(noromaid): add

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

* models(llama3): add 70b, add dolphin2.9

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

* models(llama3): add unholy-8b

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

* models(llama3): add therapyllama3, aura

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-25 01:28:02 +02:00
Ettore Di Giacinto
b664edde29
feat(rerankers): Add new backend, support jina rerankers API (#2121)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-25 00:19:02 +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
b2772509b4
models(llama3): add llama3 to embedded models (#2074)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-19 18:23:44 +02:00
Ettore Di Giacinto
27ec84827c
refactor(template): isolate and add tests (#2069)
* refactor(template): isolate and add tests

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Dave <dave@gray101.com>
Co-authored-by: Dave <dave@gray101.com>
2024-04-19 02:40:18 +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
f9c75d4878
tests: add template tests (#2063)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-18 10:57:24 +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
cryptk
1981154f49
fix: dont commit generated files to git (#1993)
* fix: initial work towards not committing generated files to the repository

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* feat: improve build docs

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: remove unused folder from .dockerignore and .gitignore

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: attempt to fix extra backend tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: attempt to fix other tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more test fixes

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: fix apple tests

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more extras tests fixes

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add GOBIN to PATH in docker build

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: extra tests and Dockerfile corrections

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: remove build dependency checks

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add golang protobuf compilers to tests-linux action

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: ensure protogen is run for extra backend installs

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: use newer protobuf

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: more missing protoc binaries

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: missing dependencies during docker build

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: don't install grpc compilers in the final stage if they aren't needed

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: python-grpc-tools in 22.04 repos is too old

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: add a couple of extra build dependencies to Makefile

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

* fix: unbreak container rebuild functionality

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>

---------

Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-13 09:37:32 +02:00
Ettore Di Giacinto
b2785ff06e
feat(gallery): support ConfigURLs (#2012)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-04-12 00:49:23 +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
cryptk
b85dad0286
feat: first pass at improving logging (#1956)
Signed-off-by: Chris Jowett <421501+cryptk@users.noreply.github.com>
2024-04-04 09:24:22 +02:00
Steven Christou
2d7913b3be
feat(assistant): Assistant and AssistantFiles api (#1803)
* Initial implementation of assistants api

* Move load/save configs to utils

* Save assistant and assistantfiles config to disk.

* Add tsets for assistant api

* Fix models path spelling mistake.

* Remove personal go.mod information

---------

Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-03-26 18:54:35 +01:00
Ettore Di Giacinto
bd25d8049c
fix(watchdog): use ShutdownModel instead of StopModel (#1882)
Fixes #1760
2024-03-23 16:19:57 +01:00
Richard Palethorpe
643d85d2cc
feat(stores): Vector store backend (#1795)
Add simple vector store backend

Signed-off-by: Richard Palethorpe <io@richiejp.com>
2024-03-22 21:14:04 +01:00
Ettore Di Giacinto
e533dcf506
feat(functions/aio): all-in-one images, function template enhancements (#1862)
* feat(startup): allow to specify models from local files

* feat(aio): add Dockerfile, make targets, aio profiles

* feat(template): add Function and LastMessage

* add hermes2-pro-mistral

* update hermes2 definition

* feat(template): add sprig

* feat(template): expose FunctionCall

* feat(aio): switch llm for text
2024-03-21 01:12:20 +01:00
Ettore Di Giacinto
88b65f63d0
fix(go-llama): use llama-cpp as default (#1849)
* fix(go-llama): use llama-cpp as default

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* fix(backends): drop obsoleted lines

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-03-17 23:08:22 +01:00
Ettore Di Giacinto
20136ca8b7
feat(tts): add Elevenlabs and OpenAI TTS compatibility layer (#1834)
* feat(elevenlabs): map elevenlabs API support to TTS

This allows elevenlabs Clients to work automatically with LocalAI by
supporting the elevenlabs API.

The elevenlabs server endpoint is implemented such as it is wired to the
TTS endpoints.

Fixes: https://github.com/mudler/LocalAI/issues/1809

* feat(openai/tts): compat layer with openai tts

Fixes: #1276

* fix: adapt tts CLI
2024-03-14 23:08:34 +01:00
Ettore Di Giacinto
5d1018495f
feat(intel): add diffusers/transformers support (#1746)
* feat(intel): add diffusers support

* try to consume upstream container image

* Debug

* Manually install deps

* Map transformers/hf cache dir to modelpath if not specified

* fix(compel): update initialization, pass by all gRPC options

* fix: add dependencies, implement transformers for xpu

* base it from the oneapi image

* Add pillow

* set threads if specified when launching the API

* Skip conda install if intel

* defaults to non-intel

* ci: add to pipelines

* prepare compel only if enabled

* Skip conda install if intel

* fix cleanup

* Disable compel by default

* Install torch 2.1.0 with Intel

* Skip conda on some setups

* Detect python

* Quiet output

* Do not override system python with conda

* Prefer python3

* Fixups

* exllama2: do not install without conda (overrides pytorch version)

* exllama/exllama2: do not install if not using cuda

* Add missing dataset dependency

* Small fixups, symlink to python, add requirements

* Add neural_speed to the deps

* correctly handle model offloading

* fix: device_map == xpu

* go back at calling python, fixed at dockerfile level

* Exllama2 restricted to only nvidia gpus

* Tokenizer to xpu
2024-03-07 14:37:45 +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
Dave
255748bcba
MQTT Startup Refactoring Part 1: core/ packages part 1 (#1728)
This PR specifically introduces a `core` folder and moves the following packages over, without any other changes:

- `api/backend`
- `api/config`
- `api/options`
- `api/schema`

Once this is merged and we confirm there's no regressions, I can migrate over the remaining changes piece by piece to split up application startup, backend services, http, and mqtt as was the goal of the earlier PRs!
2024-02-21 01:21:19 +00:00
Ettore Di Giacinto
960d314e4f
feat(tools): Parallel function calling (#1726)
feat(tools): support returning multiple tools choices

Fixes: https://github.com/mudler/LocalAI/issues/1275
2024-02-20 21:58:45 +01:00
Steven Christou
01205fd4c0
Initial implementation of upload files api. (#1703)
* Initial implementation of upload files api.

* Move sanitize method to utils.

* Save uploaded data to uploads folder.

* Avoid loop if we do not have a purpose.

* Minor cleanup of api and fix bug where deleting duplicate filename cause error.

* Revert defer of saving config

* Moved creation of directory to startup.

* Make file names unique when storing on disk.

* Add test for files api.

* Update dependencies.
2024-02-18 10:12:02 +00:00
Ettore Di Giacinto
c72808f18b
feat(tools): support Tool calls in the API (#1715)
* feat(tools): support Tools in the API

Co-authored-by: =?UTF-8?q?Stephan=20A=C3=9Fmus?= <stephan.assmus@sap.com>

* feat(tools): support function streaming

* Adhere to new return types when using tools instead of functions

* Keep backward compatibility with function calling

* Evaluate function names in chat templates

* Disable recovery with --debug

* Correctly stream out the entire result

* Detect when llm chooses to reply and to not perform any action in SSE

* Feedback from code review

---------

Co-authored-by: =?UTF-8?q?Stephan=20A=C3=9Fmus?= <stephan.assmus@sap.com>
2024-02-17 10:00:34 +01:00
Ettore Di Giacinto
ddd21f1644
feat: Use ubuntu as base for container images, drop deprecated ggml-transformers backends (#1689)
* cleanup backends

* switch image to ubuntu 22.04

* adapt commands for ubuntu

* transformers cleanup

* no contrib on ubuntu

* Change test model to gguf

* ci: disable bark tests (too cpu-intensive)

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

* cleanup

* refinements

* use intel base image

* Makefile: Add docker targets

* Change test model

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2024-02-08 20:12:51 +01:00
Ettore Di Giacinto
98ad93d53e
Drop ggml-based gpt2 and starcoder (supported by llama.cpp) (#1679)
* Drop ggml-based gpt2 and starcoder (supported by llama.cpp)

* Update compatibility table
2024-02-04 13:15:51 +01:00
Ettore Di Giacinto
df13ba655c
Drop old falcon backend (deprecated) (#1675)
Drop old falcon backend
2024-02-03 13:01:13 +01:00
Ettore Di Giacinto
6ac5d814fb
feat(startup): fetch model definition remotely (#1654) 2024-01-28 00:14:16 +01:00
Ettore Di Giacinto
cb7512734d
transformers: correctly load automodels (#1643)
* backends(transformers): use AutoModel with LLM types

* examples: animagine-xl

* Add codellama examples
2024-01-26 00:13:21 +01:00
coyzeng
d5d82ba344
feat(grpc): backend SPI pluggable in embedding mode (#1621)
* run server

* grpc backend embedded support

* backend providable
2024-01-23 08:56:36 +01:00
Ettore Di Giacinto
e19d7226f8
feat: more embedded models, coqui fixes, add model usage and description (#1556)
* feat: add model descriptions and usage

* remove default model gallery

* models: add embeddings and tts

* docs: update table

* docs: updates

* images: cleanup pip cache after install

* images: always run apt-get clean

* ux: improve gRPC connection errors

* ux: improve some messages

* fix: fix coqui when no AudioPath is passed by

* embedded: add more models

* Add usage

* Reorder table
2024-01-08 00:37:02 +01:00
Ettore Di Giacinto
09e5d9007b
feat: embedded model configurations, add popular model examples, refactoring (#1532)
* move downloader out

* separate startup functions for preloading configuration files

* docs: add popular model examples

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

* shorteners

* Add llava

* Add mistral-openorca

* Better link to build section

* docs: update

* fixup

* Drop code dups

* Minor fixups

* Apply suggestions from code review

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* ci: try to cache gRPC build during tests

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

* ci: do not build all images for tests, just necessary

* ci: cache gRPC also in release pipeline

* fixes

* Update model_preload_test.go

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2024-01-05 23:16:33 +01:00
Ettore Di Giacinto
db926896bd
Revert "[Refactor]: Core/API Split" (#1550)
Revert "[Refactor]: Core/API Split (#1506)"

This reverts commit ab7b4d5ee9.
2024-01-05 18:04:46 +01:00
Dave
ab7b4d5ee9
[Refactor]: Core/API Split (#1506)
Refactors api folder to core, creates firm split between backend code and api frontend.
2024-01-05 15:34:56 +01:00
Ettore Di Giacinto
66fa4f1767
feat: share models by url (#1522)
* feat: allow to pass by models via args

* expose it also as an env/arg

* docs: enhancements to build/requirements

* do not display status always

* print download status

* not all mesages are debug
2024-01-01 10:31:03 +01:00
Ettore Di Giacinto
a95bb0521d
fix(download): correctly check for not found error (#1514) 2023-12-30 15:36:46 +01:00
Gianluca Boiano
cae7b197ec
feat: add tiny dream stable diffusion support (#1283)
Signed-off-by: Gianluca Boiano <morf3089@gmail.com>
2023-12-24 19:27:24 +00:00
l
f7621b2c6c
feat: partial download (#1486)
* add .partial download

* fix Stat check

* review partial download
2023-12-24 19:39:33 +01:00
Ettore Di Giacinto
1fc3a375df
feat: inline templates and accept URLs in models (#1452)
* feat: Allow inline templates

* feat: Allow to specify url in model config files

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* feat: support 'huggingface://' format

* style: reuse-code from gallery

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-18 18:58:44 +01:00
Ettore Di Giacinto
3d83128f16
feat(alias): alias llama to llama-cpp, update docs (#1448)
Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-12-16 18:22:45 +01:00
Ettore Di Giacinto
7641f92cde
feat(diffusers): update, add autopipeline, controlnet (#1432)
* feat(diffusers): update, add autopipeline, controlenet

* tests with AutoPipeline

* simplify logic
2023-12-13 19:20:22 +01:00
Dave
8b6e601405
Feat: new backend: transformers-musicgen (#1387)
Transformers-MusicGen
---------

Signed-off-by: Dave <dave@gray101.com>
2023-12-08 10:01:02 +01:00
Ettore Di Giacinto
824612f1b4
feat: initial watchdog implementation (#1341)
* feat: initial watchdog implementation

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>

* fiuxups

* Add more output

* wip: idletime checker

* wire idle watchdog checks

* enlarge watchdog time window

* small fixes

* Use stopmodel

* Always delete process

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-26 18:36:23 +01:00
Ettore Di Giacinto
3c9544b023
refactor: rename llama-stable to llama-ggml (#1287)
* refactor: rename llama-stable to llama-ggml

* Makefile: get sources in sources/

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

* fixup path

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

* fixup sources

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

* fixups sd

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

* update SD

* fixup

* fixup: create piper libdir also when not built

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

* fix make target on linux test

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-18 08:18:43 +01:00
Ettore Di Giacinto
548959b50f
feat: queue up requests if not running parallel requests (#1296)
Return a GRPC which handles a lock in case it is not meant to be
parallel.

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-16 22:20:16 +01:00
Ettore Di Giacinto
fdd95d1d86
feat: allow to run parallel requests (#1290)
* feat: allow to run parallel requests

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

* fixup

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-16 08:20:05 +01:00
Ettore Di Giacinto
ad0e30bca5
refactor: move backends into the backends directory (#1279)
* refactor: move backends into the backends directory

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

* refactor: move main close to implementation for every backend

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-13 22:40:16 +01:00
Ettore Di Giacinto
803a0ac02a
feat(llama.cpp): support lora with scale and yarn (#1277)
* feat(llama.cpp): support lora with scale

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

* feat(llama.cpp): support yarn

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-11 18:40:48 +01:00
Ettore Di Giacinto
0eae727366
🔥 add LaVA support and GPT vision API, Multiple requests for llama.cpp, return JSON types (#1254)
* wip

* wip

* Make it functional

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

* wip

* Small fixups

* do not inject space on role encoding, encode img at beginning of messages

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

* Add examples/config defaults

* Add include dir of current source dir

* cleanup

* fixes

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

* fixups

* Revert "fixups"

This reverts commit f1a4731cca.

* fixes

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

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-11-11 13:14:59 +01:00
Ettore Di Giacinto
c62504ac92
cleanup: drop bloomz and ggllm as now supported by llama.cpp (#1217)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-26 07:43:31 +02:00
Dave
b839eb80a1
Fix backend/cpp/llama CMakeList.txt on OSX (#1212)
* Fix backend/cpp/llama CMakeList.txt on OSX - detect OSX and use homebrew libraries

* sneak a logging fix in too for gallery debugging

* additional logging
2023-10-25 20:53:26 +02:00
Ettore Di Giacinto
128694213f
feat: llama.cpp gRPC C++ backend (#1170)
* wip: llama.cpp c++ gRPC server

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

* make it work, attach it to the build process

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

* update deps

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

* fix: add protobuf dep

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

* try fix protobuf on cmake

* cmake: workarounds

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

* add packages

* cmake: use fixed version of grpc

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

* cmake(grpc): install locally

* install grpc

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

* install required deps for grpc on debian bullseye

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

* debug

* debug

* Fixups

* no need to install cmake manually

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

* ci: fixup macOS

* use brew whenever possible

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

* macOS fixups

* debug

* fix container build

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

* workaround

* try mac

https://stackoverflow.com/questions/23905661/on-mac-g-clang-fails-to-search-usr-local-include-and-usr-local-lib-by-def

* Disable temp. arm64 docker image builds

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-10-16 21:46:29 +02:00
Dave
44a7045732
Feats: bruno example, gallery improvements for new scraper (#1161)
This PR bundles together two unrelated features:

1. Model Gallery improvements - specifically, the ability to follow
".ref" gallery links (which I made up for this specific application) to
an actual gallery yaml file (in order to have stable URLs) and the
ability to load self-contained configurations, rather than always using
a base.yaml + overrides. This is groundwork for my python-based
huggingface scraper.

2. A while ago I introduced some Insomnia request templates for people
to use. Unfortunately, Insomnia has decided to tank their product... So
I've personally switched to using
[bruno](https://github.com/usebruno/bruno/). Corresponding equivalent
files that I use for my testing have been added. Just open the folder
from bruno and everything will work. No import process required.

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
2023-10-11 18:18:12 +02:00
Ettore Di Giacinto
a28ab18987
feat(vllm): Allow to set quantization (#1094)
This particularly useful to set AWQ

**Description**

Follow up of #1015 

**Notes for Reviewers**


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commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-22 15:52:38 +02:00
Ettore Di Giacinto
8ccf5b2044
feat(speculative-sampling): allow to specify a draft model in the model config (#1052)
**Description**

This PR fixes #1013.

It adds `draft_model` and `n_draft` to the model YAML config in order to
load models with speculative sampling. This should be compatible as well
with grammars.

example:

```yaml
backend: llama                                                                                                                                                                   
context_size: 1024                                                                                                                                                                        
name: my-model-name
parameters:
  model: foo-bar
n_draft: 16                                                                                                                                                                      
draft_model: model-name
```

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-14 17:44:16 +02:00
Ettore Di Giacinto
dc307a1cc0
feat: add vall-e-x (#1007)
**Description**

This PR fixes #985 

**Notes for Reviewers**


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commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-04 19:25:23 +02:00
Dave
005f289632
feat: Model Gallery Endpoint Refactor / Mutable Galleries Endpoints (#991)
refactor for model gallery endpoints - bundle up resources into a
struct, make galleries mutable with some crud endpoints. This is
groundwork required for making efficient use of the new scraper - while
that PR isn't _quite_ ready yet, the goal is to have more, individually
smaller gallery files. Therefore, rather than requiring a full localai
service restart, these new endpoints have been added to make life
easier.

- Adds endpoints to add, list and remove model galleries at runtime
- Adds these endpoints to the Insomnia config
- Minor fix: loading file urls follows symbolic links now
2023-09-02 09:00:44 +02:00
Ettore Di Giacinto
3bab307904
fix(llama): resolve lora adapters correctly from the model file (#964)
**Description**

we were otherwise expecting absolute paths. this make it relative to the
model file (as someone would expect)

**Notes for Reviewers**


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commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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2023-08-27 10:11:32 +02:00
Ettore Di Giacinto
44bc7aa3d0
feat: Allow to load lora adapters for llama.cpp (#955)
**Description**

This PR fixes #

**Notes for Reviewers**


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commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-25 21:58:46 +02:00
Ettore Di Giacinto
1120847f72
feat: bump llama.cpp, add gguf support (#943)
**Description**

This PR syncs up the `llama` backend to use `gguf`
(https://github.com/go-skynet/go-llama.cpp/pull/180). It also adds
`llama-stable` to the targets so we can still load ggml. It adapts the
current tests to use the `llama-backend` for ggml and uses a `gguf`
model to run tests on the new backend.

In order to consume the new version of go-llama.cpp, it also bump go to
1.21 (images, pipelines, etc)

---------

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-24 01:18:58 +02:00
Dave
10b0e13882
feat: backend monitor shutdown endpoint, process based (#938)
This PR adds a new endpoint to the backend monitor section
`/backend/shutdown` which terminates the grpc process for the related
model.
2023-08-23 18:38:37 +02:00
Dave
901f0709c5
Feat: rwkv improvements: (#937) 2023-08-22 18:48:06 +02:00
Ettore Di Giacinto
ab5b75eb01
feat: add llama-stable backend (#932)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-20 16:35:42 +02:00
Ettore Di Giacinto
cc060a283d
fix: drop racy code, refactor and group API schema (#931)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-20 14:04:45 +02:00