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🔥 add LaVA support and GPT vision API, Multiple requests for llama.cpp, return JSON types (#1254)

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* 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>
This commit is contained in:
Ettore Di Giacinto 2023-11-11 13:14:59 +01:00 • committed by GitHub
parent 3b4c5d54d8
commit 0eae727366
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28 changed files with 26908 additions and 864 deletions
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3
api/backend/llm.go
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@ -26,7 +26,7 @@ type TokenUsage struct {
Completion int
}
func ModelInference(ctx context.Context, s string, loader *model.ModelLoader, c config.Config, o *options.Option, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
func ModelInference(ctx context.Context, s string, images []string, loader *model.ModelLoader, c config.Config, o *options.Option, tokenCallback func(string, TokenUsage) bool) (func() (LLMResponse, error), error) {
modelFile := c.Model
grpcOpts := gRPCModelOpts(c)
@ -72,6 +72,7 @@ func ModelInference(ctx context.Context, s string, loader *model.ModelLoader, c
fn := func() (LLMResponse, error) {
opts := gRPCPredictOpts(c, loader.ModelPath)
opts.Prompt = s
opts.Images = images
tokenUsage := TokenUsage{}