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31 Commits

Author SHA1 Message Date
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
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
a28ab18987
feat(vllm): Allow to set quantization (#1094) 
This particularly useful to set AWQ

**Description**

Follow up of #1015 

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
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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**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-09-04 19:25:23 +02:00
Samuel Maynard
deeef5fc24
fix(utf8): prevent multi-byte utf8 characters from being mangled (#981) 
**Description**

This PR fixes #677 using [suggested
solution](https://github.com/go-skynet/LocalAI/issues/677#issuecomment-1695939097)
from @yantoz

before:
```
❯ curl -N http://localhost:57541/v1/completions -H "Content-Type: application/json" -d '{
     "model": "ggml-model-q4_0.bin",
     "prompt": "",
     "max_tokens": 32,
     "temperature": 0.7,
     "stream": true
   }'
data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"\ufffd"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"\ufffd"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"\ufffd"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"\ufffd"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":" |"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":" I"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"'"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"text":"m"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}
```

now:
```
❯ curl -N http://localhost:57541/v1/completions -H Content-Type: application/json -d {
   "model": "ggml-model-q4_0.bin",
   "prompt": "",
   "max_tokens": 32,
   "temperature": 0.7,
   "stream": true
 }
data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":"😂"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":" "}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":"|"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":" "}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":"I"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":"'"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}

data: {"object":"text_completion","model":"ggml-model-q4_0.bin","choices":[{"index":0,"text":"m"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}}
```

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [X] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
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Co-authored-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
 2023-08-30 23:56:59 +00:00
Ettore Di Giacinto
02704e38d3
feat(diffusers): Add lora (#965) 
**Description**

This PR fixes #914 

Now diffusers respects the `lora_adapter` configuration parameter.

---------

Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com>
 2023-08-27 10:11:16 +02:00
Ettore Di Giacinto
44bc7aa3d0
feat: Allow to load lora adapters for llama.cpp (#955) 
**Description**

This PR fixes #

**Notes for Reviewers**


**[Signed
commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)**
- [ ] Yes, I signed my commits.
 

<!--
Thank you for contributing to LocalAI! 

Contributing Conventions:

1. Include descriptive PR titles with [<component-name>] prepended.
2. Build and test your changes before submitting a PR. 
3. Sign your commits

By following the community's contribution conventions upfront, the
review process will
be accelerated and your PR merged more quickly.
-->

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-25 21:58:46 +02:00
Dave
901f0709c5
Feat: rwkv improvements: (#937) 2023-08-22 18:48:06 +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
Ettore Di Giacinto
28db83e17b
fix: disable usage by default (still experimental) (#929) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-19 16:15:22 +02:00
Ettore Di Giacinto
afdc0ebfd7
feat: add --single-active-backend to allow only one backend active at the time (#925) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-19 01:49:33 +02:00
Dave
8cb1061c11
Usage Features (#863) 2023-08-18 21:23:14 +02:00
Ettore Di Giacinto
2bacd0180d
feat(diffusers): add img2img and clip_skip, support more kernels schedulers (#906) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-17 23:38:59 +02:00
Ettore Di Giacinto
37700f2d98
feat(diffusers): add DPMSolverMultistepScheduler++, DPMSolverMultistepSchedulerSDE++, guidance_scale (#903) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-16 01:11:42 +02:00
Ettore Di Giacinto
0ec695f9e4
feat: make initializer accept gRPC delay times (#900) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-16 01:11:32 +02:00
Ettore Di Giacinto
a96c3bc885
feat(diffusers): various enhancements (#895) 2023-08-14 23:12:00 +02:00
Ettore Di Giacinto
8c781a6a44
feat: Add Diffusers (#874) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-09 08:38:51 +02:00
Ettore Di Giacinto
3c8fc37c56 feat: Add UseFastTokenizer 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-08 01:10:05 +02:00
Ettore Di Giacinto
433605e282 feat: add initial Bark backend implementation 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-07 22:53:28 +02:00
Ettore Di Giacinto
a843e64fc2 feat: add initial AutoGPTQ backend implementation 2023-08-07 22:53:28 +02:00
Ettore Di Giacinto
5ca21ee398
feat: add ngqa and RMSNormEps parameters (#860) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-08-03 00:51:08 +02:00
Ettore Di Giacinto
096d98c3d9
fix: add rope settings during model load, fix CUDA (#821) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-07-27 21:56:05 +02:00
Ettore Di Giacinto
b96e30e66c
fix: use bytes in gRPC proto instead of strings (#813) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-07-27 18:41:04 +02:00
Ettore Di Giacinto
569c1d1163
feat: add rope settings and negative prompt, drop grammar backend (#797) 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-07-25 19:05:27 +02:00
Aman Gupta Karmani
12fe0932c4
feat: cancel stream generation if client disappears (#792) 2023-07-24 23:10:54 +02:00
Ettore Di Giacinto
c71c729bc2 debug 2023-07-21 10:53:26 +02:00
Ettore Di Giacinto
94916749c5 feat: add external grpc and model autoloading 2023-07-20 22:10:12 +02:00
Ettore Di Giacinto
1d0ed95a54 feat: move other backends to grpc 
This finally makes everything more consistent

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-07-15 01:19:43 +02:00
Ettore Di Giacinto
5dcfdbe51d feat: various refactorings 
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
 2023-07-15 01:19:43 +02:00