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OpenAI integration in Nextcloud
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Image generation returns 500 with LocalAI #91

Open ewook opened 5 months ago

ewook commented 5 months ago

Which version of integration_openai are you using?

2.0.0

Which version of Nextcloud are you using?

28.0.4

Which browser are you using? In case you are using the phone App, specify the Android or iOS version and device please.

Firefox 124.0.2

Describe the Bug

Running a question via Nextcloud Assistant results in a error while trying to use LocalAI. Text parts works and returns output. Running against LocalAI container localai/localai:latest-aio-gpu-nvidia-cuda-11. Results from localAI is 200, and a link. Output from localai posted below:

´´´´ api_1 | 2:01PM DBG Request received: {"model":"","language":"","n":0,"top_p":null,"top_k":null,"temperature":null,"max_tokens":null,"echo":false,"batch":0,"ignore_eos":false,"repeat_penalty":0,"n_keep":0,"frequency_penalty":0,"presence_penalty":0,"tfz":null,"typical_p":null,"seed":null,"negative_prompt":"","rope_freq_base":0,"rope_freq_scale":0,"negative_prompt_scale":0,"use_fast_tokenizer":false,"clip_skip":0,"tokenizer":"","file":"","response_format":{},"size":"1024x1024","prompt":"donkey","instruction":"","input":null,"stop":null,"messages":null,"functions":null,"function_call":null,"stream":false,"mode":0,"step":0,"grammar":"","grammar_json_functions":null,"backend":"","model_base_name":""} api_1 | 2:01PM DBG Loading model: stablediffusion api_1 | 2:01PM DBG Parameter Config: &{PredictionOptions:{Model:DreamShaper_8_pruned.safetensors Language: N:0 TopP:0xc00027af68 TopK:0xc00027af70 Temperature:0xc00027af78 Maxtokens:0xc00027af80 Echo:false Batch:0 IgnoreEOS:false RepeatPenalty:0 Keep:0 FrequencyPenalty:0 PresencePenalty:0 TFZ:0xc00027afa8 TypicalP:0xc00027afa0 Seed:0xc00027afc0 NegativePrompt: RopeFreqBase:0 RopeFreqScale:0 NegativePromptScale:0 UseFastTokenizer:false ClipSkip:0 Tokenizer:} Name:stablediffusion F16:0xc00027aee5 Threads:0xc00027af58 Debug:0xc000636808 Roles:map[] Embeddings:false Backend:diffusers TemplateConfig:{Chat: ChatMessage: Completion: Edit: Functions:} PromptStrings:[donkey] InputStrings:[] InputToken:[] functionCallString: functionCallNameString: FunctionsConfig:{DisableNoAction:false NoActionFunctionName: NoActionDescriptionName: ParallelCalls:false} FeatureFlag:map[] LLMConfig:{SystemPrompt: TensorSplit: MainGPU: RMSNormEps:0 NGQA:0 PromptCachePath: PromptCacheAll:false PromptCacheRO:false MirostatETA:0xc00027af98 MirostatTAU:0xc00027af90 Mirostat:0xc00027af88 NGPULayers:0xc00027afb0 MMap:0xc00027afb8 MMlock:0xc00027afb9 LowVRAM:0xc00027afb9 Grammar: StopWords:[] Cutstrings:[] TrimSpace:[] TrimSuffix:[] ContextSize:0xc00027af50 NUMA:false LoraAdapter: LoraBase: LoraScale:0 NoMulMatQ:false DraftModel: NDraft:0 Quantization: GPUMemoryUtilization:0 TrustRemoteCode:false EnforceEager:false SwapSpace:0 MaxModelLen:0 MMProj: RopeScaling: ModelType: YarnExtFactor:0 YarnAttnFactor:0 YarnBetaFast:0 YarnBetaSlow:0} AutoGPTQ:{ModelBaseName: Device: Triton:false UseFastTokenizer:false} Diffusers:{CUDA:true PipelineType:StableDiffusionPipeline SchedulerType:k_dpmpp_2m EnableParameters:negative_prompt,num_inference_steps CFGScale:0 IMG2IMG:false ClipSkip:0 ClipModel: ClipSubFolder: ControlNet:} Step:25 GRPC:{Attempts:0 AttemptsSleepTime:0} VallE:{AudioPath:} CUDA:false DownloadFiles:[{Filename:DreamShaper_8_pruned.safetensors SHA256: URI:huggingface://Lykon/DreamShaper/DreamShaper_8_pruned.safetensors}] Description: Usage:curl http://localhost:8080/v1/images/generations \ api_1 | -H "Content-Type: application/json" \ api_1 | -d '{ api_1 | "prompt": "|", api_1 | "step": 25, api_1 | "size": "512x512" api_1 | }'} api_1 | 2:01PM INF Loading model 'DreamShaper_8_pruned.safetensors' with backend diffusers api_1 | 2:01PM DBG Stopping all backends except 'DreamShaper_8_pruned.safetensors' api_1 | 2:01PM DBG Model already loaded in memory: DreamShaper_8_pruned.safetensors api_1 | [127.0.0.1]:59696 200 - GET /readyz 100%|������������������������������| 25/25 [00:41<00:00, 1.65s/it]0.0.1:35475): stderr api_1 | 2:01PM DBG Response: {"created":1713535317,"id":"2d4c9092-ef63-4b09-acc7-bdbf365041df","data":[{"embedding":null,"index":0,"url":"http://localaihost:8080/generated-images/b641740348538.png"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} api_1 | [192.168.18.18]:54944 200 - POST /v1/images/generations ´´´´´

Expected Behavior

A image based on the text input. LocalAI direct API call returns image. TextToImage function seems be out of order.

´´´´´ api_1 | 2:04PM DBG Request received: {"model":"","language":"","n":0,"top_p":null,"top_k":null,"temperature":null,"max_tokens":null,"echo":false,"batch":0,"ignore_eos":false,"repeat_penalty":0,"n_keep":0,"frequency_penalty":0,"presence_penalty":0,"tfz":null,"typical_p":null,"seed":null,"negative_prompt":"","rope_freq_base":0,"rope_freq_scale":0,"negative_prompt_scale":0,"use_fast_tokenizer":false,"clip_skip":0,"tokenizer":"","file":"","response_format":{},"size":"256x256","prompt":"A cute baby sea otter","instruction":"","input":null,"stop":null,"messages":null,"functions":null,"function_call":null,"stream":false,"mode":0,"step":0,"grammar":"","grammar_json_functions":null,"backend":"","model_base_name":""} api_1 | 2:04PM DBG Loading model: stablediffusion api_1 | 2:04PM DBG Parameter Config: &{PredictionOptions:{Model:DreamShaper_8_pruned.safetensors Language: N:0 TopP:0xc00027af68 TopK:0xc00027af70 Temperature:0xc00027af78 Maxtokens:0xc00027af80 Echo:false Batch:0 IgnoreEOS:false RepeatPenalty:0 Keep:0 FrequencyPenalty:0 PresencePenalty:0 TFZ:0xc00027afa8 TypicalP:0xc00027afa0 Seed:0xc00027afc0 NegativePrompt: RopeFreqBase:0 RopeFreqScale:0 NegativePromptScale:0 UseFastTokenizer:false ClipSkip:0 Tokenizer:} Name:stablediffusion F16:0xc00027aee5 Threads:0xc00027af58 Debug:0xc000336208 Roles:map[] Embeddings:false Backend:diffusers TemplateConfig:{Chat: ChatMessage: Completion: Edit: Functions:} PromptStrings:[A cute baby sea otter] InputStrings:[] InputToken:[] functionCallString: functionCallNameString: FunctionsConfig:{DisableNoAction:false NoActionFunctionName: NoActionDescriptionName: ParallelCalls:false} FeatureFlag:map[] LLMConfig:{SystemPrompt: TensorSplit: MainGPU: RMSNormEps:0 NGQA:0 PromptCachePath: PromptCacheAll:false PromptCacheRO:false MirostatETA:0xc00027af98 MirostatTAU:0xc00027af90 Mirostat:0xc00027af88 NGPULayers:0xc00027afb0 MMap:0xc00027afb8 MMlock:0xc00027afb9 LowVRAM:0xc00027afb9 Grammar: StopWords:[] Cutstrings:[] TrimSpace:[] TrimSuffix:[] ContextSize:0xc00027af50 NUMA:false LoraAdapter: LoraBase: LoraScale:0 NoMulMatQ:false DraftModel: NDraft:0 Quantization: GPUMemoryUtilization:0 TrustRemoteCode:false EnforceEager:false SwapSpace:0 MaxModelLen:0 MMProj: RopeScaling: ModelType: YarnExtFactor:0 YarnAttnFactor:0 YarnBetaFast:0 YarnBetaSlow:0} AutoGPTQ:{ModelBaseName: Device: Triton:false UseFastTokenizer:false} Diffusers:{CUDA:true PipelineType:StableDiffusionPipeline SchedulerType:k_dpmpp_2m EnableParameters:negative_prompt,num_inference_steps CFGScale:0 IMG2IMG:false ClipSkip:0 ClipModel: ClipSubFolder: ControlNet:} Step:25 GRPC:{Attempts:0 AttemptsSleepTime:0} VallE:{AudioPath:} CUDA:false DownloadFiles:[{Filename:DreamShaper_8_pruned.safetensors SHA256: URI:huggingface://Lykon/DreamShaper/DreamShaper_8_pruned.safetensors}] Description: Usage:curl http://localhost:8080/v1/images/generations \ api_1 | -H "Content-Type: application/json" \ api_1 | -d '{ api_1 | "prompt": "|", api_1 | "step": 25, api_1 | "size": "512x512" api_1 | }'} api_1 | 2:04PM INF Loading model 'DreamShaper_8_pruned.safetensors' with backend diffusers api_1 | 2:04PM DBG Stopping all backends except 'DreamShaper_8_pruned.safetensors' api_1 | 2:04PM DBG Model already loaded in memory: DreamShaper_8_pruned.safetensors 100%|������������������������������| 25/25 [00:41<00:00, 1.65s/it]0.0.1:35475): stderr api_1 | 2:05PM DBG Response: {"created":1713535525,"id":"c3bcdb0d-75fd-44f9-9275-8dec7f3eef1a","data":[{"embedding":null,"index":0,"url":"http://localaihost:8080/generated-images/b64269558929.png"}],"usage":{"prompt_tokens":0,"completion_tokens":0,"total_tokens":0}} api_1 | [192.168.18.226]:49364 200 - POST /v1/images/generations ´´´´´

To Reproduce

Install localai with "aio", or other, verify LocalAI Function. Install integration_openai and Nextcloud assistant - try to use text to image.

ewook commented 5 months ago

Perhaps it's related to this - https://github.com/mudler/LocalAI/issues/1910 ?

khoschi commented 4 months ago

I can confirm for the current docker localai container, that "response_format": {"type": "url"}, works, while

curl http://localhost:8080/v1/images/generations -H "Content-Type: application/json" -d '{ "prompt": "A cute baby sea otter", "model": "stablediffusion", "n":1, "response_format": "url", "size": "256x256", "user": "go-gpt-cli" }' fails on the docker container. As nextcloud issues without type: image generation fails.

Anyway, "Summarize", "Context" and "Reformulate" fail with localai as well, while direct access to the container works.

ewook commented 4 months ago

Thank you for adding the summarize, context and reformulate parts as well - I have tried them before and it worked then - I did re-check now, and context, summarize, generate headline works for me - have not tried transcribe. image generation still gives the same result. I've since creation of this issue upgraded nextcloud to version 29, assistant is at 1.0.9, and openai localai integration on 2.0.1. localai container reports v2.14.0 (b58274b8a26a3d22605e3c484cf39c5dd9a5cf8e).