diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 3f86c1c1df71..a973de23258b 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -94,7 +94,7 @@ jobs:
                 ../.. && sudo make -j12 install
       - name: Test
         run: |
-          GO_TAGS="stablediffusion tts" make test
+          GO_TAGS="stablediffusion tinydream tts" make test
 
   tests-apple:
     runs-on: macOS-latest
diff --git a/.gitignore b/.gitignore
index ed4f26439b78..31ba062eb98a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,7 @@ go-llama
 go-llama-stable
 /gpt4all
 go-stable-diffusion
+go-tiny-dream
 go-piper
 /go-bert
 go-ggllm
diff --git a/Dockerfile b/Dockerfile
index be6d747b00bc..3a7f3ced97f3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -14,7 +14,7 @@ ARG TARGETVARIANT
 ENV BUILD_TYPE=${BUILD_TYPE}
 ENV EXTERNAL_GRPC_BACKENDS="huggingface-embeddings:/build/backend/python/huggingface/run.sh,autogptq:/build/backend/python/autogptq/run.sh,bark:/build/backend/python/bark/run.sh,diffusers:/build/backend/python/diffusers/run.sh,exllama:/build/backend/python/exllama/run.sh,vall-e-x:/build/backend/python/vall-e-x/run.sh,vllm:/build/backend/python/vllm/run.sh"
 ENV GALLERIES='[{"name":"model-gallery", "url":"github:go-skynet/model-gallery/index.yaml"}, {"url": "github:go-skynet/model-gallery/huggingface.yaml","name":"huggingface"}]'
-ARG GO_TAGS="stablediffusion tts"
+ARG GO_TAGS="stablediffusion tinydream tts"
 
 RUN apt-get update && \
     apt-get install -y ca-certificates curl patch pip cmake && apt-get clean
diff --git a/Makefile b/Makefile
index b36e2d0b308b..4f282c61d710 100644
--- a/Makefile
+++ b/Makefile
@@ -33,6 +33,9 @@ PIPER_VERSION?=736f6fb639ab8e3397356e48eeb6bdcb9da88a78
 # stablediffusion version
 STABLEDIFFUSION_VERSION?=d89260f598afb809279bc72aa0107b4292587632
 
+# tiny-dream version
+TINYDREAM_VERSION?=0308386bc80d9576109835ecb363f54f18406676
+
 export BUILD_TYPE?=
 export STABLE_BUILD_TYPE?=$(BUILD_TYPE)
 export CMAKE_ARGS?=
@@ -116,6 +119,11 @@ ifeq ($(findstring stablediffusion,$(GO_TAGS)),stablediffusion)
 	OPTIONAL_GRPC+=backend-assets/grpc/stablediffusion
 endif
 
+ifeq ($(findstring tinydream,$(GO_TAGS)),tinydream)
+#	OPTIONAL_TARGETS+=go-stable-diffusion/libstablediffusion.a
+	OPTIONAL_GRPC+=backend-assets/grpc/tinydream
+endif
+
 ifeq ($(findstring tts,$(GO_TAGS)),tts)
 #	OPTIONAL_TARGETS+=go-piper/libpiper_binding.a
 #	OPTIONAL_TARGETS+=backend-assets/espeak-ng-data
@@ -159,6 +167,11 @@ go-stable-diffusion:
 go-stable-diffusion/libstablediffusion.a:
 	$(MAKE) -C go-stable-diffusion libstablediffusion.a
 
+## tiny-dream
+go-tiny-dream:
+	git clone --recurse-submodules https://github.com/M0Rf30/go-tiny-dream go-tiny-dream
+	cd go-tiny-dream && git checkout -b build $(TINYDREAM_VERSION) && git submodule update --init --recursive --depth 1
+
 ## RWKV
 go-rwkv:
 	git clone --recurse-submodules $(RWKV_REPO) go-rwkv
@@ -216,7 +229,10 @@ go-llama-stable/libbinding.a: go-llama-stable
 go-piper/libpiper_binding.a: go-piper
 	$(MAKE) -C go-piper libpiper_binding.a example/main
 
-get-sources: go-llama go-llama-stable go-ggml-transformers gpt4all go-piper go-rwkv whisper.cpp go-bert go-stable-diffusion
+go-tiny-dream/libtinydream_binding.a: go-tiny-dream
+	$(MAKE) -C go-tiny-dream libtinydream_binding.a example/main
+
+get-sources: go-llama go-llama-stable go-ggml-transformers gpt4all go-piper go-rwkv whisper.cpp go-bert go-stable-diffusion go-tiny-dream
 	touch $@
 
 replace:
@@ -226,6 +242,7 @@ replace:
 	$(GOCMD) mod edit -replace github.com/ggerganov/whisper.cpp=$(shell pwd)/whisper.cpp
 	$(GOCMD) mod edit -replace github.com/go-skynet/go-bert.cpp=$(shell pwd)/go-bert
 	$(GOCMD) mod edit -replace github.com/mudler/go-stable-diffusion=$(shell pwd)/go-stable-diffusion
+	$(GOCMD) mod edit -replace github.com/M0Rf30/go-tiny-dream=$(shell pwd)/go-tiny-dream
 	$(GOCMD) mod edit -replace github.com/mudler/go-piper=$(shell pwd)/go-piper
 
 prepare-sources: get-sources replace
@@ -243,6 +260,7 @@ rebuild: ## Rebuilds the project
 	$(MAKE) -C go-stable-diffusion clean
 	$(MAKE) -C go-bert clean
 	$(MAKE) -C go-piper clean
+	$(MAKE) -C go-tiny-dream clean
 	$(MAKE) build
 
 prepare: prepare-sources $(OPTIONAL_TARGETS)
@@ -256,6 +274,7 @@ clean: ## Remove build related file
 	rm -rf ./go-llama-stable
 	rm -rf ./go-gpt2
 	rm -rf ./go-stable-diffusion
+	rm -rf ./go-tiny-dream
 	rm -rf ./go-ggml-transformers
 	rm -rf ./backend-assets
 	rm -rf ./go-rwkv
@@ -313,6 +332,7 @@ test: prepare test-models/testmodel grpcs
 	$(MAKE) test-llama-gguf
 	$(MAKE) test-tts
 	$(MAKE) test-stablediffusion
+	$(MAKE) test-tinydream
 
 prepare-e2e:
 	mkdir -p $(TEST_DIR)
@@ -354,6 +374,10 @@ test-stablediffusion: prepare-test
 	TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
 	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="stablediffusion" --flake-attempts 1 -v -r ./api ./pkg
 
+test-tinydream: prepare-test
+	TEST_DIR=$(abspath ./)/test-dir/ FIXTURES=$(abspath ./)/tests/fixtures CONFIG_FILE=$(abspath ./)/test-models/config.yaml MODELS_PATH=$(abspath ./)/test-models \
+	$(GOCMD) run github.com/onsi/ginkgo/v2/ginkgo --label-filter="tinydream" --flake-attempts 1 -v -r ./api ./pkg
+
 test-container:
 	docker build --target requirements -t local-ai-test-container .
 	docker run -ti --rm --entrypoint /bin/bash -ti -v $(abspath ./):/build local-ai-test-container
@@ -496,9 +520,13 @@ backend-assets/grpc/stablediffusion: backend-assets/grpc
 	if [ ! -f backend-assets/grpc/stablediffusion ]; then \
 		$(MAKE) go-stable-diffusion/libstablediffusion.a; \
 		CGO_LDFLAGS="$(CGO_LDFLAGS)" C_INCLUDE_PATH=$(shell pwd)/go-stable-diffusion/ LIBRARY_PATH=$(shell pwd)/go-stable-diffusion/ \
-		$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/stablediffusion ./backend/go/image/; \
+		$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/stablediffusion ./backend/go/image/stablediffusion/; \
 	fi
 
+backend-assets/grpc/tinydream: backend-assets/grpc go-tiny-dream/libtinydream_binding.a
+	CGO_LDFLAGS="$(CGO_LDFLAGS)" LIBRARY_PATH=$(shell pwd)/go-tiny-dream \
+	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/tinydream ./backend/go/image/tinydream
+
 backend-assets/grpc/piper: backend-assets/grpc backend-assets/espeak-ng-data go-piper/libpiper_binding.a
 	CGO_CXXFLAGS="$(PIPER_CGO_CXXFLAGS)" CGO_LDFLAGS="$(PIPER_CGO_LDFLAGS)" LIBRARY_PATH=$(shell pwd)/go-piper \
 	$(GOCMD) build -ldflags "$(LD_FLAGS)" -tags "$(GO_TAGS)" -o backend-assets/grpc/piper ./backend/go/tts/
diff --git a/api/api_test.go b/api/api_test.go
index 6623e54277e0..f8914fd18047 100644
--- a/api/api_test.go
+++ b/api/api_test.go
@@ -548,6 +548,43 @@ var _ = Describe("API test", func() {
 			Expect(resp.StatusCode).To(Equal(200), fmt.Sprint(string(dat)))
 			Expect(resp.Header.Get("Content-Type")).To(Equal("audio/x-wav"))
 		})
+		It("installs and is capable to generate images", Label("tinydream"), func() {
+			if runtime.GOOS != "linux" {
+				Skip("test supported only on linux")
+			}
+
+			response := postModelApplyRequest("http://127.0.0.1:9090/models/apply", modelApplyRequest{
+				ID: "model-gallery@tinydream",
+				Overrides: map[string]interface{}{
+					"parameters": map[string]interface{}{"model": "tinydream_assets"},
+				},
+			})
+
+			Expect(response["uuid"]).ToNot(BeEmpty(), fmt.Sprint(response))
+
+			uuid := response["uuid"].(string)
+
+			Eventually(func() bool {
+				response := getModelStatus("http://127.0.0.1:9090/models/jobs/" + uuid)
+				fmt.Println(response)
+				return response["processed"].(bool)
+			}, "360s", "10s").Should(Equal(true))
+
+			resp, err := http.Post(
+				"http://127.0.0.1:9090/v1/images/generations",
+				"application/json",
+				bytes.NewBuffer([]byte(`{
+					 			"prompt": "floating hair, portrait, ((loli)), ((one girl)), cute face, hidden hands, asymmetrical bangs, beautiful detailed eyes, eye shadow, hair ornament, ribbons, bowties, buttons, pleated skirt, (((masterpiece))), ((best quality)), colorful|((part of the head)), ((((mutated hands and fingers)))), deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, extra limb, ugly, poorly drawn hands, missing limb, blurry, floating limbs, disconnected limbs, malformed hands, blur, out of focus, long neck, long body, Octane renderer, lowres, bad anatomy, bad hands, text",
+								"mode": 2,  "seed":9000,
+					 			"size": "256x256", "n":2}`)))
+			// The response should contain an URL
+			Expect(err).ToNot(HaveOccurred(), fmt.Sprint(resp))
+			dat, err := io.ReadAll(resp.Body)
+			Expect(err).ToNot(HaveOccurred(), string(dat))
+			Expect(string(dat)).To(ContainSubstring("http://127.0.0.1:9090/"), string(dat))
+			Expect(string(dat)).To(ContainSubstring(".png"), string(dat))
+
+		})
 		It("installs and is capable to generate images", Label("stablediffusion"), func() {
 			if runtime.GOOS != "linux" {
 				Skip("test supported only on linux")
diff --git a/api/openai/image.go b/api/openai/image.go
index 8243e167b63b..ab6415da061b 100644
--- a/api/openai/image.go
+++ b/api/openai/image.go
@@ -45,7 +45,7 @@ func ImageEndpoint(cm *config.ConfigLoader, o *options.Option) func(c *fiber.Ctx
 		}
 
 		if m == "" {
-			m = model.StableDiffusionBackend
+			m = model.TinyDreamBackend
 		}
 		log.Debug().Msgf("Loading model: %+v", m)
 
@@ -82,8 +82,13 @@ func ImageEndpoint(cm *config.ConfigLoader, o *options.Option) func(c *fiber.Ctx
 		log.Debug().Msgf("Parameter Config: %+v", config)
 
 		// XXX: Only stablediffusion is supported for now
-		if config.Backend == "" {
+		switch config.Backend {
+		case "stablediffusion":
 			config.Backend = model.StableDiffusionBackend
+		case "tinydream":
+			config.Backend = model.TinyDreamBackend
+		default:
+			config.Backend = model.TinyDreamBackend
 		}
 
 		sizeParts := strings.Split(input.Size, "x")
diff --git a/backend/go/image/main.go b/backend/go/image/stablediffusion/main.go
similarity index 81%
rename from backend/go/image/main.go
rename to backend/go/image/stablediffusion/main.go
index 425b23404e04..07c88500bb9b 100644
--- a/backend/go/image/main.go
+++ b/backend/go/image/stablediffusion/main.go
@@ -15,7 +15,7 @@ var (
 func main() {
 	flag.Parse()
 
-	if err := grpc.StartServer(*addr, &StableDiffusion{}); err != nil {
+	if err := grpc.StartServer(*addr, &Image{}); err != nil {
 		panic(err)
 	}
 }
diff --git a/backend/go/image/stablediffusion.go b/backend/go/image/stablediffusion/stablediffusion.go
similarity index 71%
rename from backend/go/image/stablediffusion.go
rename to backend/go/image/stablediffusion/stablediffusion.go
index f04ee1de98ab..0f6966f58a66 100644
--- a/backend/go/image/stablediffusion.go
+++ b/backend/go/image/stablediffusion/stablediffusion.go
@@ -8,20 +8,20 @@ import (
 	"github.com/go-skynet/LocalAI/pkg/stablediffusion"
 )
 
-type StableDiffusion struct {
+type Image struct {
 	base.SingleThread
 	stablediffusion *stablediffusion.StableDiffusion
 }
 
-func (sd *StableDiffusion) Load(opts *pb.ModelOptions) error {
+func (image *Image) Load(opts *pb.ModelOptions) error {
 	var err error
 	// Note: the Model here is a path to a directory containing the model files
-	sd.stablediffusion, err = stablediffusion.New(opts.ModelFile)
+	image.stablediffusion, err = stablediffusion.New(opts.ModelFile)
 	return err
 }
 
-func (sd *StableDiffusion) GenerateImage(opts *pb.GenerateImageRequest) error {
-	return sd.stablediffusion.GenerateImage(
+func (image *Image) GenerateImage(opts *pb.GenerateImageRequest) error {
+	return image.stablediffusion.GenerateImage(
 		int(opts.Height),
 		int(opts.Width),
 		int(opts.Mode),
diff --git a/backend/go/image/tinydream/main.go b/backend/go/image/tinydream/main.go
new file mode 100644
index 000000000000..07c88500bb9b
--- /dev/null
+++ b/backend/go/image/tinydream/main.go
@@ -0,0 +1,21 @@
+package main
+
+// Note: this is started internally by LocalAI and a server is allocated for each model
+
+import (
+	"flag"
+
+	grpc "github.com/go-skynet/LocalAI/pkg/grpc"
+)
+
+var (
+	addr = flag.String("addr", "localhost:50051", "the address to connect to")
+)
+
+func main() {
+	flag.Parse()
+
+	if err := grpc.StartServer(*addr, &Image{}); err != nil {
+		panic(err)
+	}
+}
diff --git a/backend/go/image/tinydream/tinydream.go b/backend/go/image/tinydream/tinydream.go
new file mode 100644
index 000000000000..3dc9d0c022ff
--- /dev/null
+++ b/backend/go/image/tinydream/tinydream.go
@@ -0,0 +1,32 @@
+package main
+
+// This is a wrapper to statisfy the GRPC service interface
+// It is meant to be used by the main executable that is the server for the specific backend type (falcon, gpt3, etc)
+import (
+	"github.com/go-skynet/LocalAI/pkg/grpc/base"
+	pb "github.com/go-skynet/LocalAI/pkg/grpc/proto"
+	"github.com/go-skynet/LocalAI/pkg/tinydream"
+)
+
+type Image struct {
+	base.SingleThread
+	tinydream *tinydream.TinyDream
+}
+
+func (image *Image) Load(opts *pb.ModelOptions) error {
+	var err error
+	// Note: the Model here is a path to a directory containing the model files
+	image.tinydream, err = tinydream.New(opts.ModelFile)
+	return err
+}
+
+func (image *Image) GenerateImage(opts *pb.GenerateImageRequest) error {
+	return image.tinydream.GenerateImage(
+		int(opts.Height),
+		int(opts.Width),
+		int(opts.Step),
+		int(opts.Seed),
+		opts.PositivePrompt,
+		opts.NegativePrompt,
+		opts.Dst)
+}
diff --git a/go.mod b/go.mod
index 3262a68b6187..8565e62b4c88 100644
--- a/go.mod
+++ b/go.mod
@@ -3,10 +3,10 @@ module github.com/go-skynet/LocalAI
 go 1.21
 
 require (
+	github.com/M0Rf30/go-tiny-dream v0.0.0-20231113141151-0308386bc80d
 	github.com/donomii/go-rwkv.cpp v0.0.0-20230715075832-c898cd0f62df
 	github.com/ggerganov/whisper.cpp/bindings/go v0.0.0-20230628193450-85ed71aaec8e
 	github.com/go-audio/wav v1.1.0
-	github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa
 	github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1
 	github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e
 	github.com/go-skynet/go-llama.cpp v0.0.0-20231009155254-aeba71ee8428
@@ -17,7 +17,6 @@ require (
 	github.com/imdario/mergo v0.3.16
 	github.com/json-iterator/go v1.1.12
 	github.com/mholt/archiver/v3 v3.5.1
-	github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef
 	github.com/mudler/go-processmanager v0.0.0-20230818213616-f204007f963c
 	github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af
 	github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231022042237-c25dc5193530
diff --git a/go.sum b/go.sum
index 239bb85d4615..310733ea955c 100644
--- a/go.sum
+++ b/go.sum
@@ -1,3 +1,5 @@
+github.com/M0Rf30/go-tiny-dream v0.0.0-20231113141151-0308386bc80d h1:08ip1AMQWO+M6HMIihfDq5qsO2jmfGWUJaLAQ/8iXgg=
+github.com/M0Rf30/go-tiny-dream v0.0.0-20231113141151-0308386bc80d/go.mod h1:wIYLWg3Y1Di5AYWZIsMDnH0X2HTDKTcZvlvtAIZCNZY=
 github.com/andybalholm/brotli v1.0.1/go.mod h1:loMXtMfwqflxFJPmdbJO0a3KNoPuLBgiu3qAvBg8x/Y=
 github.com/andybalholm/brotli v1.0.5 h1:8uQZIdzKmjc/iuPu7O2ioW48L81FgatrcpfFmiq/cCs=
 github.com/andybalholm/brotli v1.0.5/go.mod h1:fO7iG3H7G2nSZ7m0zPUDn85XEX2GTukHGRSepvi9Eig=
@@ -39,8 +41,6 @@ github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
 github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
 github.com/go-ole/go-ole v1.2.6 h1:/Fpf6oFPoeFik9ty7siob0G6Ke8QvQEuVcuChpwXzpY=
 github.com/go-ole/go-ole v1.2.6/go.mod h1:pprOEPIfldk/42T2oK7lQ4v4JSDwmV0As9GaiUsvbm0=
-github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa h1:gxr68r/6EWroay4iI81jxqGCDbKotY4+CiwdUkBz2NQ=
-github.com/go-skynet/bloomz.cpp v0.0.0-20230529155654-1834e77b83fa/go.mod h1:wc0fJ9V04yiYTfgKvE5RUUSRQ5Kzi0Bo4I+U3nNOUuA=
 github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1 h1:yXvc7QfGtoZ51tUW/YVjoTwAfh8HG88XU7UOrbNlz5Y=
 github.com/go-skynet/go-bert.cpp v0.0.0-20230716133540-6abe312cded1/go.mod h1:fYjkCDRzC+oRLHSjQoajmYK6AmeJnmEanV27CClAcDc=
 github.com/go-skynet/go-ggml-transformers.cpp v0.0.0-20230714203132-ffb09d7dd71e h1:4reMY29i1eOZaRaSTMPNyXI7X8RMNxCTfDDBXYzrbr0=
@@ -71,7 +71,6 @@ github.com/google/go-cmp v0.3.1/go.mod h1:8QqcDgzrUqlUb/G2PQTWiueGozuR1884gddMyw
 github.com/google/go-cmp v0.4.0/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.5.6/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
-github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38=
 github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
 github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
 github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
@@ -125,18 +124,12 @@ github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w
 github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q=
 github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M=
 github.com/modern-go/reflect2 v1.0.2/go.mod h1:yWuevngMOJpCy52FWWMvUC8ws7m/LJsjYzDa0/r8luk=
-github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef h1:OJZtJ5vYhlkTJI0RHIl62kOkhiINQEhZgsXlwmmNDhM=
-github.com/mudler/go-ggllm.cpp v0.0.0-20230709223052-862477d16eef/go.mod h1:00giAi/vwF8LX29JBjkPQhtASsivPnGNzB6sdmk8JGE=
 github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760 h1:OFVkSxR7CRSRSNm5dvpMRZwmSwWa8EMMnHbc84fW5tU=
 github.com/mudler/go-piper v0.0.0-20230621222733-56b8a81b4760/go.mod h1:O7SwdSWMilAWhBZMK9N9Y/oBDyMMzshE3ju8Xkexwig=
 github.com/mudler/go-processmanager v0.0.0-20230818213616-f204007f963c h1:CI5uGwqBpN8N7BrSKC+nmdfw+9nPQIDyjHHlaIiitZI=
 github.com/mudler/go-processmanager v0.0.0-20230818213616-f204007f963c/go.mod h1:gY3wyrhkRySJtmtI/JPt4a2mKv48h/M9pEZIW+SjeC0=
 github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af h1:XFq6OUqsWQam0OrEr05okXsJK/TQur3zoZTHbiZD3Ks=
 github.com/mudler/go-stable-diffusion v0.0.0-20230605122230-d89260f598af/go.mod h1:8ufRkpz/S/9ahkaxzZ5i4WMgO9w4InEhuRoT7vK5Rnw=
-github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231013181651-22de3c56bdd4 h1:82J4t94Mmt0lva/OoxNlHkKrMSdSUZXkAjTFnlFFsow=
-github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231013181651-22de3c56bdd4/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
-github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231016205817-9a19c740ee84 h1:AiFzd+M2Uxz67fdn4nCnKR70me5yf88rXhoqhvfRDak=
-github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231016205817-9a19c740ee84/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
 github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231022042237-c25dc5193530 h1:YXMxHwHMB9jCBo2Yu5gz3mTB3T1TnZs/HmPLv15LUSA=
 github.com/nomic-ai/gpt4all/gpt4all-bindings/golang v0.0.0-20231022042237-c25dc5193530/go.mod h1:4T3CHXyrt+7FQHXaxULZfPjHbD8/99WuDDJa0YVZARI=
 github.com/nwaples/rardecode v1.1.0 h1:vSxaY8vQhOcVr4mm5e8XllHWTiM4JF507A0Katqw7MQ=
@@ -153,8 +146,6 @@ github.com/onsi/ginkgo/v2 v2.13.0/go.mod h1:TE309ZR8s5FsKKpuB1YAQYBzCaAfUgatB/xl
 github.com/onsi/gomega v1.7.1/go.mod h1:XdKZgCCFLUoM/7CFJVPcG8C1xQ1AJ0vpAezJrB7JYyY=
 github.com/onsi/gomega v1.10.1/go.mod h1:iN09h71vgCQne3DLsj+A5owkum+a2tYe+TOCB1ybHNo=
 github.com/onsi/gomega v1.16.0/go.mod h1:HnhC7FXeEQY45zxNK3PPoIUhzk/80Xly9PcubAlGdZY=
-github.com/onsi/gomega v1.28.0 h1:i2rg/p9n/UqIDAMFUJ6qIUUMcsqOuUHgbpbu235Vr1c=
-github.com/onsi/gomega v1.28.0/go.mod h1:A1H2JE76sI14WIP57LMKj7FVfCHx3g3BcZVjJG8bjX8=
 github.com/onsi/gomega v1.28.1 h1:MijcGUbfYuznzK/5R4CPNoUP/9Xvuo20sXfEm6XxoTA=
 github.com/onsi/gomega v1.28.1/go.mod h1:9sxs+SwGrKI0+PWe4Fxa9tFQQBG5xSsSbMXOI8PPpoQ=
 github.com/otiai10/mint v1.6.1 h1:kgbTJmOpp/0ce7hk3H8jiSuR0MXmpwWRfqUdKww17qg=
@@ -216,8 +207,6 @@ github.com/tklauser/go-sysconf v0.3.12/go.mod h1:Ho14jnntGE1fpdOqQEEaiKRpvIavV0h
 github.com/tklauser/numcpus v0.6.0/go.mod h1:FEZLMke0lhOUG6w2JadTzp0a+Nl8PF/GFkQ5UVIcaL4=
 github.com/tklauser/numcpus v0.6.1 h1:ng9scYS7az0Bk4OZLvrNXNSAO2Pxr1XXRAPyjhIx+Fk=
 github.com/tklauser/numcpus v0.6.1/go.mod h1:1XfjsgE2zo8GVw7POkMbHENHzVg3GzmoZ9fESEdAacY=
-github.com/tmc/langchaingo v0.0.0-20231016073620-a02d4fdc0f3a h1:BziGpoF5ZVWMDy6Z1adXnYndRye2fiYWZlmknUFksGA=
-github.com/tmc/langchaingo v0.0.0-20231016073620-a02d4fdc0f3a/go.mod h1:SiwyRS7sBSSi6f3NB4dKENw69X6br/wZ2WRkM+8pZWk=
 github.com/tmc/langchaingo v0.0.0-20231019140956-c636b3da7701 h1:LquLgmFiKf6eDXdwoUKCIGn5NsR34cLXC6ySYhiE6bA=
 github.com/tmc/langchaingo v0.0.0-20231019140956-c636b3da7701/go.mod h1:SiwyRS7sBSSi6f3NB4dKENw69X6br/wZ2WRkM+8pZWk=
 github.com/ulikunitz/xz v0.5.8/go.mod h1:nbz6k7qbPmH4IRqmfOplQw/tblSgqTqBwxkY0oWt/14=
@@ -309,12 +298,8 @@ golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8T
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20200804184101-5ec99f83aff1/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20230711160842-782d3b101e98 h1:bVf09lpb+OJbByTj913DRJioFFAjf/ZGxEz7MajTp2U=
-google.golang.org/genproto/googleapis/rpc v0.0.0-20230711160842-782d3b101e98/go.mod h1:TUfxEVdsvPg18p6AslUXFoLdpED4oBnGwyqk3dV1XzM=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d h1:uvYuEyMHKNt+lT4K3bN6fGswmK8qSvcreM3BwjDh+y4=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20230822172742-b8732ec3820d/go.mod h1:+Bk1OCOj40wS2hwAMA+aCW9ypzm63QTBBHp6lQ3p+9M=
-google.golang.org/grpc v1.58.3 h1:BjnpXut1btbtgN/6sp+brB2Kbm2LjNXnidYujAVbSoQ=
-google.golang.org/grpc v1.58.3/go.mod h1:tgX3ZQDlNJGU96V6yHh1T/JeoBQ2TXdr43YbYSsCJk0=
 google.golang.org/grpc v1.59.0 h1:Z5Iec2pjwb+LEOqzpB2MR12/eKFhDPhuqW91O+4bwUk=
 google.golang.org/grpc v1.59.0/go.mod h1:aUPDwccQo6OTjy7Hct4AfBPD1GptF4fyUjIkQ9YtF98=
 google.golang.org/protobuf v0.0.0-20200109180630-ec00e32a8dfd/go.mod h1:DFci5gLYBciE7Vtevhsrf46CRTquxDuWsQurQQe4oz8=
diff --git a/pkg/model/initializers.go b/pkg/model/initializers.go
index 535e21e50909..05dc00899654 100644
--- a/pkg/model/initializers.go
+++ b/pkg/model/initializers.go
@@ -35,6 +35,7 @@ const (
 	RwkvBackend            = "rwkv"
 	WhisperBackend         = "whisper"
 	StableDiffusionBackend = "stablediffusion"
+	TinyDreamBackend       = "tinydream"
 	PiperBackend           = "piper"
 	LCHuggingFaceBackend   = "langchain-huggingface"
 )
@@ -56,6 +57,7 @@ var AutoLoadBackends []string = []string{
 	RwkvBackend,
 	WhisperBackend,
 	StableDiffusionBackend,
+	TinyDreamBackend,
 	PiperBackend,
 }
 
diff --git a/pkg/tinydream/generate.go b/pkg/tinydream/generate.go
new file mode 100644
index 000000000000..cfcd23ccae03
--- /dev/null
+++ b/pkg/tinydream/generate.go
@@ -0,0 +1,36 @@
+//go:build tinydream
+// +build tinydream
+
+package tinydream
+
+import (
+	"fmt"
+	"path/filepath"
+
+	tinyDream "github.com/M0Rf30/go-tiny-dream"
+)
+
+func GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
+	fmt.Println(dst)
+	if height > 512 || width > 512 {
+		return tinyDream.GenerateImage(
+			1,
+			step,
+			seed,
+			positive_prompt,
+			negative_prompt,
+			filepath.Dir(dst),
+			asset_dir,
+		)
+	}
+
+	return tinyDream.GenerateImage(
+		0,
+		step,
+		seed,
+		positive_prompt,
+		negative_prompt,
+		filepath.Dir(dst),
+		asset_dir,
+	)
+}
diff --git a/pkg/tinydream/generate_unsupported.go b/pkg/tinydream/generate_unsupported.go
new file mode 100644
index 000000000000..4ffd421af62f
--- /dev/null
+++ b/pkg/tinydream/generate_unsupported.go
@@ -0,0 +1,10 @@
+//go:build !tinydream
+// +build !tinydream
+
+package tinydream
+
+import "fmt"
+
+func GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst, asset_dir string) error {
+	return fmt.Errorf("This version of LocalAI was built without the tinytts tag")
+}
diff --git a/pkg/tinydream/tinydream.go b/pkg/tinydream/tinydream.go
new file mode 100644
index 000000000000..a316e6413938
--- /dev/null
+++ b/pkg/tinydream/tinydream.go
@@ -0,0 +1,20 @@
+package tinydream
+
+import "os"
+
+type TinyDream struct {
+	assetDir string
+}
+
+func New(assetDir string) (*TinyDream, error) {
+	if _, err := os.Stat(assetDir); err != nil {
+		return nil, err
+	}
+	return &TinyDream{
+		assetDir: assetDir,
+	}, nil
+}
+
+func (td *TinyDream) GenerateImage(height, width, step, seed int, positive_prompt, negative_prompt, dst string) error {
+	return GenerateImage(height, width, step, seed, positive_prompt, negative_prompt, dst, td.assetDir)
+}