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feat(backend): add stablediffusion-ggml (#4289)

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* 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>
This commit is contained in:
Ettore Di Giacinto 2024-12-03 22:41:22 +01:00 • committed by GitHub
parent 074b52bbfe
commit 44a5dac312
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GPG key ID: B5690EEEBB952194
12 changed files with 437 additions and 21 deletions
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23
core/config/backend_config.go
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@ -72,6 +72,8 @@ type BackendConfig struct {
Description string `yaml:"description"`
Usage string `yaml:"usage"`
Options []string `yaml:"options"`
}
type File struct {
@ -97,16 +99,15 @@ type GRPC struct {
}
type Diffusers struct {
CUDA bool `yaml:"cuda"`
PipelineType string `yaml:"pipeline_type"`
SchedulerType string `yaml:"scheduler_type"`
EnableParameters string `yaml:"enable_parameters"` // A list of comma separated parameters to specify
CFGScale float32 `yaml:"cfg_scale"` // Classifier-Free Guidance Scale
IMG2IMG bool `yaml:"img2img"` // Image to Image Diffuser
ClipSkip int `yaml:"clip_skip"` // Skip every N frames
ClipModel string `yaml:"clip_model"` // Clip model to use
ClipSubFolder string `yaml:"clip_subfolder"` // Subfolder to use for clip model
ControlNet string `yaml:"control_net"`
CUDA bool `yaml:"cuda"`
PipelineType string `yaml:"pipeline_type"`
SchedulerType string `yaml:"scheduler_type"`
EnableParameters string `yaml:"enable_parameters"` // A list of comma separated parameters to specify
IMG2IMG bool `yaml:"img2img"` // Image to Image Diffuser
ClipSkip int `yaml:"clip_skip"` // Skip every N frames
ClipModel string `yaml:"clip_model"` // Clip model to use
ClipSubFolder string `yaml:"clip_subfolder"` // Subfolder to use for clip model
ControlNet string `yaml:"control_net"`
}
// LLMConfig is a struct that holds the configuration that are
@ -164,6 +165,8 @@ type LLMConfig struct {
YarnAttnFactor float32 `yaml:"yarn_attn_factor"`
YarnBetaFast float32 `yaml:"yarn_beta_fast"`
YarnBetaSlow float32 `yaml:"yarn_beta_slow"`
CFGScale float32 `yaml:"cfg_scale"` // Classifier-Free Guidance Scale
}
// AutoGPTQ is a struct that holds the configuration specific to the AutoGPTQ backend