Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

Unimikes
/
USER2-1C-code-GGUF

Sentence Similarity
sentence-transformers
GGUF
Russian
text-embeddings-inference
feature-extraction
embeddings
modernbert
1c
bsl
Model card Files Files and versions
xet
Community

Instructions to use Unimikes/USER2-1C-code-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Unimikes/USER2-1C-code-GGUF with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Unimikes/USER2-1C-code-GGUF")
    
    sentences = [
        "Это счастливый человек",
        "Это счастливая собака",
        "Это очень счастливый человек",
        "Сегодня солнечный день"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • llama.cpp

    How to use Unimikes/USER2-1C-code-GGUF with llama.cpp:

    Install (macOS, Linux)
    curl -LsSf https://llama.app/install.sh | sh
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf Unimikes/USER2-1C-code-GGUF:F16
    # Run inference directly in the terminal:
    llama cli -hf Unimikes/USER2-1C-code-GGUF:F16
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf Unimikes/USER2-1C-code-GGUF:F16
    # Run inference directly in the terminal:
    llama cli -hf Unimikes/USER2-1C-code-GGUF:F16
    Use pre-built binary
    # Download pre-built binary from:
    # https://github.com/ggerganov/llama.cpp/releases
    # Start a local OpenAI-compatible server with a web UI:
    ./llama-server -hf Unimikes/USER2-1C-code-GGUF:F16
    # Run inference directly in the terminal:
    ./llama-cli -hf Unimikes/USER2-1C-code-GGUF:F16
    Build from source code
    git clone https://github.com/ggerganov/llama.cpp.git
    cd llama.cpp
    cmake -B build
    cmake --build build -j --target llama-server llama-cli
    # Start a local OpenAI-compatible server with a web UI:
    ./build/bin/llama-server -hf Unimikes/USER2-1C-code-GGUF:F16
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf Unimikes/USER2-1C-code-GGUF:F16
    Use Docker
    docker model run hf.co/Unimikes/USER2-1C-code-GGUF:F16
  • LM Studio
  • Jan
  • Ollama

    How to use Unimikes/USER2-1C-code-GGUF with Ollama:

    ollama run hf.co/Unimikes/USER2-1C-code-GGUF:F16
  • Unsloth Desktop
  • Docker Model Runner

    How to use Unimikes/USER2-1C-code-GGUF with Docker Model Runner:

    docker model run hf.co/Unimikes/USER2-1C-code-GGUF:F16
  • Lemonade

    How to use Unimikes/USER2-1C-code-GGUF with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull Unimikes/USER2-1C-code-GGUF:F16
    Run and chat with the model
    lemonade run user.USER2-1C-code-GGUF-F16
    List all available models
    lemonade list
  • Atomic Chat
USER2-1C-code-GGUF
301 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
Unimikes's picture
Unimikes
docs: update description with detailed specs, LM Studio setup, and link to MCP server repository
a95fa14 verified 11 days ago
  • .gitattributes
    1.58 kB
    Upload USER2-1C-code FP16 GGUF model 12 days ago
  • README.md
    3.58 kB
    docs: update description with detailed specs, LM Studio setup, and link to MCP server repository 11 days ago
  • USER2-1C-code-f16.gguf
    301 MB
    xet
    fix: set general.type=embedding in GGUF metadata for LM Studio classification 11 days ago