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feat(speculative-sampling): allow to specify a draft model in the model config (#1052)

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**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>
This commit is contained in:
Ettore Di Giacinto 2023-09-14 17:44:16 +02:00 • committed by GitHub
parent 247d85b523
commit 8ccf5b2044
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12 changed files with 485 additions and 427 deletions
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api/config/config.go
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@ -101,6 +101,8 @@ type LLMConfig struct {
LoraAdapter string `yaml:"lora_adapter"`
LoraBase string `yaml:"lora_base"`
NoMulMatQ bool `yaml:"no_mulmatq"`
DraftModel string `yaml:"draft_model"`
NDraft int32 `yaml:"n_draft"`
}
type AutoGPTQ struct {