A blazing fast inference solution for text embeddings models - text-embeddings-inference/Dockerfile-cuda at main · drbh/text-embeddings-inference
cargo build --release --bin text-embeddings-router -F candle-cuda -F static-linking -F http --no-default-features && sccache -s; \ fi; FROM builder AS grpc-builder RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \ unzip \ && rm...
TEI (text-embeddings-inference) LanceDB/Qdrant OpenAI/HuggingFace-hosted LLM !! The input documents are expected to be clean raw text and chunked as needed, they'll be embedded as-is !! Usage: Set DOCS_DIR in compose files to the path of your documents directory. Then docker compose -f...
Windows:pip install https://github.com/jllllll/bitsandbytes-windows-webui/raw/main/bitsandbytes-0.38.1-py3-none-any.whl Alternative: Docker ln -s docker/{Dockerfile,docker-compose.yml,.dockerignore} . cp docker/.env.example .env # Edit .env and set TORCH_CUDA_ARCH_LIST based on your...
Build inference pipelines within NeMo for model validation Classify text interactively after fine-tuning Visualize BERT embeddings before and after fine-tuning To Learn More Please see the NeMo tutorials and examples for more information on how to use BERT for natural language understanding: https://...
image: ghcr.io/huggingface/text-embeddings-inference:cpu-1.2.3 ports: - "8082:80" volumes: - model_cache_huggingface:/data environment: - MODEL_ID=BAAI/bge-reranker-large volumes: model_cache_huggingface: and I run my docker-compose file withdocker compose up -d ...
For NVIDIA GPU: ln -s docker/{nvidia/Dockerfile,nvidia/docker-compose.yml,.dockerignore} . For AMD GPU: ln -s docker/{amd/Dockerfile,intel/docker-compose.yml,.dockerignore} . For Intel GPU: ln -s docker/{intel/Dockerfile,amd/docker-compose.yml,.dockerignore} . For CPU only ln -s ...
System Info text-embeddings-inference version: 1.5 OS: Windows/Debian 11 Deployment: Docker Model: BAAI/bge-m3 Information Docker The CLI directly Tasks An officially supported command My own modifications Reproduction Configuring TEI 1...
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Feature request I would like to request to have a single docker image for both CPU and GPU cases. This can be done using a combination of Dockerfile and Dockerfile-cuda-all. An entrypoint.sh can choose between CPU and GPU binaries based ...