Commit Graph

27 Commits

Author SHA1 Message Date
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
c0bb5c4bf6 feat(vllm): Initial vllm backend implementation
Related to: https://github.com/go-skynet/LocalAI/issues/1015

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-09 17:03:23 +02:00
Ettore Di Giacinto
ee59e7d45f
fix(vall-e-x): make audiopath relative to models (#1012)
**Description**

This PR fixes #

**Notes for Reviewers**


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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-05 19:33:36 +02:00
Ettore Di Giacinto
605c319157
feat(diffusers): don't set seed in params and respect device (#1010)
**Description**

Follow up of #998 - respect the device used to load the model and do not
specify a seed in the parameters, but rather just configure the
generator as described in
https://huggingface.co/docs/diffusers/using-diffusers/reusing_seeds

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-04 19:38:38 +02:00
Ettore Di Giacinto
dc307a1cc0
feat: add vall-e-x (#1007)
**Description**

This PR fixes #985 

**Notes for Reviewers**


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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-09-04 19:25:23 +02:00
Max Cohen
f9d2bd24eb
Allow to manually set the seed for the SD pipeline (#998)
**Description**

Enable setting the seed for the stable diffusion pipeline. This is done
through an additional `seed` parameter in the request, such as:

```bash
curl http://localhost:8080/v1/images/generations \
    -H "Content-Type: application/json" \
    -d '{"model": "stablediffusion", "prompt": "prompt", "n": 1, "step": 51, "size": "512x512", "seed": 3}'
```

**Notes for Reviewers**
When the `seed` parameter is not sent, `request.seed` defaults to `0`,
making it difficult to detect an actual seed of `0`. Is there a way to
change the default to `-1` for instance ?

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2023-09-04 19:10:55 +02:00
Ettore Di Giacinto
158c7867e7
fix(diffusers): correctly check alpha (#967)
**Description**

Loras that have no alpha would crash otherwise

Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-27 15:35:59 +02:00
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**


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Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-25 21:58:46 +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
Ettore Di Giacinto
1079b18ff7
feat(diffusers): be consistent with pipelines, support also depthimg2img (#926)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-18 22:06:24 +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
ede71d398c
feat(diffusers): overcome prompt limit (#904)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-16 22:24:52 +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
a96c3bc885
feat(diffusers): various enhancements (#895) 2023-08-14 23:12:00 +02:00
Ettore Di Giacinto
ff3ab5fcca
feat: Add exllama (#881)
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-11 00:49:40 +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
219751bb21 fix: cut prompt from AutoGPTQ answers
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-08 01:27:38 +02:00
Ettore Di Giacinto
bb7772a364 fix: byte utf-8 encode results from autogptq
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-08-08 01:20:07 +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
Ettore Di Giacinto
982a7e86a8 feat: add huggingface embeddings backend
Signed-off-by: Ettore Di Giacinto <mudler@localai.io>
2023-07-20 22:10:42 +02:00