Instructions to use el4/Darwin-36B-Opus-OPAL-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use el4/Darwin-36B-Opus-OPAL-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="el4/Darwin-36B-Opus-OPAL-GGUF", filename="Darwin-36B-Opus-OPAL-balanced.gguf", )
llm.create_chat_completion( messages = [ { "role": "user", "content": "What is the capital of France?" } ] ) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use el4/Darwin-36B-Opus-OPAL-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 el4/Darwin-36B-Opus-OPAL-GGUF # Run inference directly in the terminal: llama cli -hf el4/Darwin-36B-Opus-OPAL-GGUF
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf el4/Darwin-36B-Opus-OPAL-GGUF # Run inference directly in the terminal: llama cli -hf el4/Darwin-36B-Opus-OPAL-GGUF
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 el4/Darwin-36B-Opus-OPAL-GGUF # Run inference directly in the terminal: ./llama-cli -hf el4/Darwin-36B-Opus-OPAL-GGUF
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 el4/Darwin-36B-Opus-OPAL-GGUF # Run inference directly in the terminal: ./build/bin/llama-cli -hf el4/Darwin-36B-Opus-OPAL-GGUF
Use Docker
docker model run hf.co/el4/Darwin-36B-Opus-OPAL-GGUF
- LM Studio
- Jan
- vLLM
How to use el4/Darwin-36B-Opus-OPAL-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "el4/Darwin-36B-Opus-OPAL-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "el4/Darwin-36B-Opus-OPAL-GGUF", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/el4/Darwin-36B-Opus-OPAL-GGUF
- Ollama
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Ollama:
ollama run hf.co/el4/Darwin-36B-Opus-OPAL-GGUF
- Unsloth Studio
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for el4/Darwin-36B-Opus-OPAL-GGUF to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for el4/Darwin-36B-Opus-OPAL-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for el4/Darwin-36B-Opus-OPAL-GGUF to start chatting
- Pi
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf el4/Darwin-36B-Opus-OPAL-GGUF
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "el4/Darwin-36B-Opus-OPAL-GGUF" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf el4/Darwin-36B-Opus-OPAL-GGUF
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default el4/Darwin-36B-Opus-OPAL-GGUF
Run Hermes
hermes
- Atomic Chat new
- OpenClaw new
How to use el4/Darwin-36B-Opus-OPAL-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf el4/Darwin-36B-Opus-OPAL-GGUF
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "el4/Darwin-36B-Opus-OPAL-GGUF" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
- Docker Model Runner
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Docker Model Runner:
docker model run hf.co/el4/Darwin-36B-Opus-OPAL-GGUF
- Lemonade
How to use el4/Darwin-36B-Opus-OPAL-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull el4/Darwin-36B-Opus-OPAL-GGUF
Run and chat with the model
lemonade run user.Darwin-36B-Opus-OPAL-GGUF-{{QUANT_TAG}}List all available models
lemonade list
| blk.0.ffn_gate_exps=Q5_K | |
| blk.0.ffn_up_exps=Q5_K | |
| blk.0.ffn_down_exps=Q5_K | |
| blk.0.ffn_gate_shexp=Q6_K | |
| blk.0.ffn_up_shexp=Q6_K | |
| blk.0.ffn_down_shexp=Q6_K | |
| blk.0.attn_q=Q5_K | |
| blk.0.attn_k=Q5_K | |
| blk.0.attn_v=Q5_K | |
| blk.0.attn_output=Q5_K | |
| blk.0.attn_gate=Q5_K | |
| blk.0.attn_qkv=Q5_K | |
| blk.0.ssm_alpha=Q5_K | |
| blk.0.ssm_beta=Q5_K | |
| blk.0.ssm_out=Q5_K | |
| blk.1.ffn_gate_exps=Q5_K | |
| blk.1.ffn_up_exps=Q5_K | |
| blk.1.ffn_down_exps=Q5_K | |
| blk.1.ffn_gate_shexp=Q6_K | |
| blk.1.ffn_up_shexp=Q6_K | |
| blk.1.ffn_down_shexp=Q6_K | |
| blk.1.attn_q=Q5_K | |
| blk.1.attn_k=Q5_K | |
| blk.1.attn_v=Q5_K | |
| blk.1.attn_output=Q5_K | |
| blk.1.attn_gate=Q5_K | |
| blk.1.attn_qkv=Q5_K | |
| blk.1.ssm_alpha=Q5_K | |
| blk.1.ssm_beta=Q5_K | |
| blk.1.ssm_out=Q5_K | |
| blk.2.ffn_gate_exps=Q5_K | |
| blk.2.ffn_up_exps=Q5_K | |
| blk.2.ffn_down_exps=Q5_K | |
| blk.2.ffn_gate_shexp=Q6_K | |
| blk.2.ffn_up_shexp=Q6_K | |
| blk.2.ffn_down_shexp=Q6_K | |
| blk.2.attn_q=Q5_K | |
| blk.2.attn_k=Q5_K | |
| blk.2.attn_v=Q5_K | |
| blk.2.attn_output=Q5_K | |
| blk.2.attn_gate=Q5_K | |
| blk.2.attn_qkv=Q5_K | |
| blk.2.ssm_alpha=Q5_K | |
| blk.2.ssm_beta=Q5_K | |
| blk.2.ssm_out=Q5_K | |
| blk.3.ffn_gate_exps=Q5_K | |
| blk.3.ffn_up_exps=Q5_K | |
| blk.3.ffn_down_exps=Q5_K | |
| blk.3.ffn_gate_shexp=Q6_K | |
| blk.3.ffn_up_shexp=Q6_K | |
| blk.3.ffn_down_shexp=Q6_K | |
| blk.3.attn_q=Q5_K | |
| blk.3.attn_k=Q5_K | |
| blk.3.attn_v=Q5_K | |
| blk.3.attn_output=Q5_K | |
| blk.3.attn_gate=Q5_K | |
| blk.3.attn_qkv=Q5_K | |
| blk.3.ssm_alpha=Q5_K | |
| blk.3.ssm_beta=Q5_K | |
| blk.3.ssm_out=Q5_K | |
| blk.4.ffn_gate_exps=Q5_K | |
| blk.4.ffn_up_exps=Q5_K | |
| blk.4.ffn_down_exps=Q5_K | |
| blk.4.ffn_gate_shexp=Q6_K | |
| blk.4.ffn_up_shexp=Q6_K | |
| blk.4.ffn_down_shexp=Q6_K | |
| blk.4.attn_q=Q5_K | |
| blk.4.attn_k=Q5_K | |
| blk.4.attn_v=Q5_K | |
| blk.4.attn_output=Q5_K | |
| blk.4.attn_gate=Q5_K | |
| blk.4.attn_qkv=Q5_K | |
| blk.4.ssm_alpha=Q5_K | |
| blk.4.ssm_beta=Q5_K | |
| blk.4.ssm_out=Q5_K | |
| blk.5.ffn_gate_exps=Q4_K | |
| blk.5.ffn_up_exps=Q4_K | |
| blk.5.ffn_down_exps=Q4_K | |
| blk.5.ffn_gate_shexp=Q5_K | |
| blk.5.ffn_up_shexp=Q5_K | |
| blk.5.ffn_down_shexp=Q5_K | |
| blk.5.attn_q=Q4_K | |
| blk.5.attn_k=Q4_K | |
| blk.5.attn_v=Q4_K | |
| blk.5.attn_output=Q4_K | |
| blk.5.attn_gate=Q4_K | |
| blk.5.attn_qkv=Q4_K | |
| blk.5.ssm_alpha=Q4_K | |
| blk.5.ssm_beta=Q4_K | |
| blk.5.ssm_out=Q4_K | |
| blk.6.ffn_gate_exps=Q4_K | |
| blk.6.ffn_up_exps=Q4_K | |
| blk.6.ffn_down_exps=Q4_K | |
| blk.6.ffn_gate_shexp=Q5_K | |
| blk.6.ffn_up_shexp=Q5_K | |
| blk.6.ffn_down_shexp=Q5_K | |
| blk.6.attn_q=Q4_K | |
| blk.6.attn_k=Q4_K | |
| blk.6.attn_v=Q4_K | |
| blk.6.attn_output=Q4_K | |
| blk.6.attn_gate=Q4_K | |
| blk.6.attn_qkv=Q4_K | |
| blk.6.ssm_alpha=Q4_K | |
| blk.6.ssm_beta=Q4_K | |
| blk.6.ssm_out=Q4_K | |
| blk.7.ffn_gate_exps=Q4_K | |
| blk.7.ffn_up_exps=Q4_K | |
| blk.7.ffn_down_exps=Q4_K | |
| blk.7.ffn_gate_shexp=Q5_K | |
| blk.7.ffn_up_shexp=Q5_K | |
| blk.7.ffn_down_shexp=Q5_K | |
| blk.7.attn_q=Q4_K | |
| blk.7.attn_k=Q4_K | |
| blk.7.attn_v=Q4_K | |
| blk.7.attn_output=Q4_K | |
| blk.7.attn_gate=Q4_K | |
| blk.7.attn_qkv=Q4_K | |
| blk.7.ssm_alpha=Q4_K | |
| blk.7.ssm_beta=Q4_K | |
| blk.7.ssm_out=Q4_K | |
| blk.8.ffn_gate_exps=Q4_K | |
| blk.8.ffn_up_exps=Q4_K | |
| blk.8.ffn_down_exps=Q4_K | |
| blk.8.ffn_gate_shexp=Q5_K | |
| blk.8.ffn_up_shexp=Q5_K | |
| blk.8.ffn_down_shexp=Q5_K | |
| blk.8.attn_q=Q4_K | |
| blk.8.attn_k=Q4_K | |
| blk.8.attn_v=Q4_K | |
| blk.8.attn_output=Q4_K | |
| blk.8.attn_gate=Q4_K | |
| blk.8.attn_qkv=Q4_K | |
| blk.8.ssm_alpha=Q4_K | |
| blk.8.ssm_beta=Q4_K | |
| blk.8.ssm_out=Q4_K | |
| blk.9.ffn_gate_exps=Q4_K | |
| blk.9.ffn_up_exps=Q4_K | |
| blk.9.ffn_down_exps=Q4_K | |
| blk.9.ffn_gate_shexp=Q5_K | |
| blk.9.ffn_up_shexp=Q5_K | |
| blk.9.ffn_down_shexp=Q5_K | |
| blk.9.attn_q=Q4_K | |
| blk.9.attn_k=Q4_K | |
| blk.9.attn_v=Q4_K | |
| blk.9.attn_output=Q4_K | |
| blk.9.attn_gate=Q4_K | |
| blk.9.attn_qkv=Q4_K | |
| blk.9.ssm_alpha=Q4_K | |
| blk.9.ssm_beta=Q4_K | |
| blk.9.ssm_out=Q4_K | |
| blk.10.ffn_gate_exps=iq2_xs | |
| blk.10.ffn_up_exps=iq2_xs | |
| blk.10.ffn_down_exps=iq2_xs | |
| blk.10.ffn_gate_shexp=Q5_K | |
| blk.10.ffn_up_shexp=Q5_K | |
| blk.10.ffn_down_shexp=Q5_K | |
| blk.10.attn_q=Q4_K | |
| blk.10.attn_k=Q4_K | |
| blk.10.attn_v=Q4_K | |
| blk.10.attn_output=Q4_K | |
| blk.10.attn_gate=Q4_K | |
| blk.10.attn_qkv=Q4_K | |
| blk.10.ssm_alpha=Q4_K | |
| blk.10.ssm_beta=Q4_K | |
| blk.10.ssm_out=Q4_K | |
| blk.11.ffn_gate_exps=iq2_xs | |
| blk.11.ffn_up_exps=iq2_xs | |
| blk.11.ffn_down_exps=iq2_xs | |
| blk.11.ffn_gate_shexp=Q5_K | |
| blk.11.ffn_up_shexp=Q5_K | |
| blk.11.ffn_down_shexp=Q5_K | |
| blk.11.attn_q=Q4_K | |
| blk.11.attn_k=Q4_K | |
| blk.11.attn_v=Q4_K | |
| blk.11.attn_output=Q4_K | |
| blk.11.attn_gate=Q4_K | |
| blk.11.attn_qkv=Q4_K | |
| blk.11.ssm_alpha=Q4_K | |
| blk.11.ssm_beta=Q4_K | |
| blk.11.ssm_out=Q4_K | |
| blk.12.ffn_gate_exps=iq2_xs | |
| blk.12.ffn_up_exps=iq2_xs | |
| blk.12.ffn_down_exps=iq2_xs | |
| blk.12.ffn_gate_shexp=Q5_K | |
| blk.12.ffn_up_shexp=Q5_K | |
| blk.12.ffn_down_shexp=Q5_K | |
| blk.12.attn_q=Q4_K | |
| blk.12.attn_k=Q4_K | |
| blk.12.attn_v=Q4_K | |
| blk.12.attn_output=Q4_K | |
| blk.12.attn_gate=Q4_K | |
| blk.12.attn_qkv=Q4_K | |
| blk.12.ssm_alpha=Q4_K | |
| blk.12.ssm_beta=Q4_K | |
| blk.12.ssm_out=Q4_K | |
| blk.13.ffn_gate_exps=iq2_xs | |
| blk.13.ffn_up_exps=iq2_xs | |
| blk.13.ffn_down_exps=iq2_xs | |
| blk.13.ffn_gate_shexp=Q5_K | |
| blk.13.ffn_up_shexp=Q5_K | |
| blk.13.ffn_down_shexp=Q5_K | |
| blk.13.attn_q=Q4_K | |
| blk.13.attn_k=Q4_K | |
| blk.13.attn_v=Q4_K | |
| blk.13.attn_output=Q4_K | |
| blk.13.attn_gate=Q4_K | |
| blk.13.attn_qkv=Q4_K | |
| blk.13.ssm_alpha=Q4_K | |
| blk.13.ssm_beta=Q4_K | |
| blk.13.ssm_out=Q4_K | |
| blk.14.ffn_gate_exps=iq2_xs | |
| blk.14.ffn_up_exps=iq2_xs | |
| blk.14.ffn_down_exps=iq2_xs | |
| blk.14.ffn_gate_shexp=Q5_K | |
| blk.14.ffn_up_shexp=Q5_K | |
| blk.14.ffn_down_shexp=Q5_K | |
| blk.14.attn_q=Q4_K | |
| blk.14.attn_k=Q4_K | |
| blk.14.attn_v=Q4_K | |
| blk.14.attn_output=Q4_K | |
| blk.14.attn_gate=Q4_K | |
| blk.14.attn_qkv=Q4_K | |
| blk.14.ssm_alpha=Q4_K | |
| blk.14.ssm_beta=Q4_K | |
| blk.14.ssm_out=Q4_K | |
| blk.15.ffn_gate_exps=iq2_xs | |
| blk.15.ffn_up_exps=iq2_xs | |
| blk.15.ffn_down_exps=iq2_xs | |
| blk.15.ffn_gate_shexp=Q5_K | |
| blk.15.ffn_up_shexp=Q5_K | |
| blk.15.ffn_down_shexp=Q5_K | |
| blk.15.attn_q=Q4_K | |
| blk.15.attn_k=Q4_K | |
| blk.15.attn_v=Q4_K | |
| blk.15.attn_output=Q4_K | |
| blk.15.attn_gate=Q4_K | |
| blk.15.attn_qkv=Q4_K | |
| blk.15.ssm_alpha=Q4_K | |
| blk.15.ssm_beta=Q4_K | |
| blk.15.ssm_out=Q4_K | |
| blk.16.ffn_gate_exps=iq2_xs | |
| blk.16.ffn_up_exps=iq2_xs | |
| blk.16.ffn_down_exps=iq2_xs | |
| blk.16.ffn_gate_shexp=Q5_K | |
| blk.16.ffn_up_shexp=Q5_K | |
| blk.16.ffn_down_shexp=Q5_K | |
| blk.16.attn_q=Q4_K | |
| blk.16.attn_k=Q4_K | |
| blk.16.attn_v=Q4_K | |
| blk.16.attn_output=Q4_K | |
| blk.16.attn_gate=Q4_K | |
| blk.16.attn_qkv=Q4_K | |
| blk.16.ssm_alpha=Q4_K | |
| blk.16.ssm_beta=Q4_K | |
| blk.16.ssm_out=Q4_K | |
| blk.17.ffn_gate_exps=iq2_xs | |
| blk.17.ffn_up_exps=iq2_xs | |
| blk.17.ffn_down_exps=iq2_xs | |
| blk.17.ffn_gate_shexp=Q5_K | |
| blk.17.ffn_up_shexp=Q5_K | |
| blk.17.ffn_down_shexp=Q5_K | |
| blk.17.attn_q=Q4_K | |
| blk.17.attn_k=Q4_K | |
| blk.17.attn_v=Q4_K | |
| blk.17.attn_output=Q4_K | |
| blk.17.attn_gate=Q4_K | |
| blk.17.attn_qkv=Q4_K | |
| blk.17.ssm_alpha=Q4_K | |
| blk.17.ssm_beta=Q4_K | |
| blk.17.ssm_out=Q4_K | |
| blk.18.ffn_gate_exps=iq2_xs | |
| blk.18.ffn_up_exps=iq2_xs | |
| blk.18.ffn_down_exps=iq2_xs | |
| blk.18.ffn_gate_shexp=Q5_K | |
| blk.18.ffn_up_shexp=Q5_K | |
| blk.18.ffn_down_shexp=Q5_K | |
| blk.18.attn_q=Q4_K | |
| blk.18.attn_k=Q4_K | |
| blk.18.attn_v=Q4_K | |
| blk.18.attn_output=Q4_K | |
| blk.18.attn_gate=Q4_K | |
| blk.18.attn_qkv=Q4_K | |
| blk.18.ssm_alpha=Q4_K | |
| blk.18.ssm_beta=Q4_K | |
| blk.18.ssm_out=Q4_K | |
| blk.19.ffn_gate_exps=iq2_xs | |
| blk.19.ffn_up_exps=iq2_xs | |
| blk.19.ffn_down_exps=iq2_xs | |
| blk.19.ffn_gate_shexp=Q5_K | |
| blk.19.ffn_up_shexp=Q5_K | |
| blk.19.ffn_down_shexp=Q5_K | |
| blk.19.attn_q=Q4_K | |
| blk.19.attn_k=Q4_K | |
| blk.19.attn_v=Q4_K | |
| blk.19.attn_output=Q4_K | |
| blk.19.attn_gate=Q4_K | |
| blk.19.attn_qkv=Q4_K | |
| blk.19.ssm_alpha=Q4_K | |
| blk.19.ssm_beta=Q4_K | |
| blk.19.ssm_out=Q4_K | |
| blk.20.ffn_gate_exps=iq2_xs | |
| blk.20.ffn_up_exps=iq2_xs | |
| blk.20.ffn_down_exps=iq2_xs | |
| blk.20.ffn_gate_shexp=Q5_K | |
| blk.20.ffn_up_shexp=Q5_K | |
| blk.20.ffn_down_shexp=Q5_K | |
| blk.20.attn_q=Q4_K | |
| blk.20.attn_k=Q4_K | |
| blk.20.attn_v=Q4_K | |
| blk.20.attn_output=Q4_K | |
| blk.20.attn_gate=Q4_K | |
| blk.20.attn_qkv=Q4_K | |
| blk.20.ssm_alpha=Q4_K | |
| blk.20.ssm_beta=Q4_K | |
| blk.20.ssm_out=Q4_K | |
| blk.21.ffn_gate_exps=iq2_xs | |
| blk.21.ffn_up_exps=iq2_xs | |
| blk.21.ffn_down_exps=iq2_xs | |
| blk.21.ffn_gate_shexp=Q5_K | |
| blk.21.ffn_up_shexp=Q5_K | |
| blk.21.ffn_down_shexp=Q5_K | |
| blk.21.attn_q=Q4_K | |
| blk.21.attn_k=Q4_K | |
| blk.21.attn_v=Q4_K | |
| blk.21.attn_output=Q4_K | |
| blk.21.attn_gate=Q4_K | |
| blk.21.attn_qkv=Q4_K | |
| blk.21.ssm_alpha=Q4_K | |
| blk.21.ssm_beta=Q4_K | |
| blk.21.ssm_out=Q4_K | |
| blk.22.ffn_gate_exps=iq2_xs | |
| blk.22.ffn_up_exps=iq2_xs | |
| blk.22.ffn_down_exps=iq2_xs | |
| blk.22.ffn_gate_shexp=Q5_K | |
| blk.22.ffn_up_shexp=Q5_K | |
| blk.22.ffn_down_shexp=Q5_K | |
| blk.22.attn_q=Q4_K | |
| blk.22.attn_k=Q4_K | |
| blk.22.attn_v=Q4_K | |
| blk.22.attn_output=Q4_K | |
| blk.22.attn_gate=Q4_K | |
| blk.22.attn_qkv=Q4_K | |
| blk.22.ssm_alpha=Q4_K | |
| blk.22.ssm_beta=Q4_K | |
| blk.22.ssm_out=Q4_K | |
| blk.23.ffn_gate_exps=iq2_xs | |
| blk.23.ffn_up_exps=iq2_xs | |
| blk.23.ffn_down_exps=iq2_xs | |
| blk.23.ffn_gate_shexp=Q5_K | |
| blk.23.ffn_up_shexp=Q5_K | |
| blk.23.ffn_down_shexp=Q5_K | |
| blk.23.attn_q=Q4_K | |
| blk.23.attn_k=Q4_K | |
| blk.23.attn_v=Q4_K | |
| blk.23.attn_output=Q4_K | |
| blk.23.attn_gate=Q4_K | |
| blk.23.attn_qkv=Q4_K | |
| blk.23.ssm_alpha=Q4_K | |
| blk.23.ssm_beta=Q4_K | |
| blk.23.ssm_out=Q4_K | |
| blk.24.ffn_gate_exps=iq2_xs | |
| blk.24.ffn_up_exps=iq2_xs | |
| blk.24.ffn_down_exps=iq2_xs | |
| blk.24.ffn_gate_shexp=Q5_K | |
| blk.24.ffn_up_shexp=Q5_K | |
| blk.24.ffn_down_shexp=Q5_K | |
| blk.24.attn_q=Q4_K | |
| blk.24.attn_k=Q4_K | |
| blk.24.attn_v=Q4_K | |
| blk.24.attn_output=Q4_K | |
| blk.24.attn_gate=Q4_K | |
| blk.24.attn_qkv=Q4_K | |
| blk.24.ssm_alpha=Q4_K | |
| blk.24.ssm_beta=Q4_K | |
| blk.24.ssm_out=Q4_K | |
| blk.25.ffn_gate_exps=iq2_xs | |
| blk.25.ffn_up_exps=iq2_xs | |
| blk.25.ffn_down_exps=iq2_xs | |
| blk.25.ffn_gate_shexp=Q5_K | |
| blk.25.ffn_up_shexp=Q5_K | |
| blk.25.ffn_down_shexp=Q5_K | |
| blk.25.attn_q=Q4_K | |
| blk.25.attn_k=Q4_K | |
| blk.25.attn_v=Q4_K | |
| blk.25.attn_output=Q4_K | |
| blk.25.attn_gate=Q4_K | |
| blk.25.attn_qkv=Q4_K | |
| blk.25.ssm_alpha=Q4_K | |
| blk.25.ssm_beta=Q4_K | |
| blk.25.ssm_out=Q4_K | |
| blk.26.ffn_gate_exps=iq2_xs | |
| blk.26.ffn_up_exps=iq2_xs | |
| blk.26.ffn_down_exps=iq2_xs | |
| blk.26.ffn_gate_shexp=Q5_K | |
| blk.26.ffn_up_shexp=Q5_K | |
| blk.26.ffn_down_shexp=Q5_K | |
| blk.26.attn_q=Q4_K | |
| blk.26.attn_k=Q4_K | |
| blk.26.attn_v=Q4_K | |
| blk.26.attn_output=Q4_K | |
| blk.26.attn_gate=Q4_K | |
| blk.26.attn_qkv=Q4_K | |
| blk.26.ssm_alpha=Q4_K | |
| blk.26.ssm_beta=Q4_K | |
| blk.26.ssm_out=Q4_K | |
| blk.27.ffn_gate_exps=iq2_xs | |
| blk.27.ffn_up_exps=iq2_xs | |
| blk.27.ffn_down_exps=iq2_xs | |
| blk.27.ffn_gate_shexp=Q5_K | |
| blk.27.ffn_up_shexp=Q5_K | |
| blk.27.ffn_down_shexp=Q5_K | |
| blk.27.attn_q=Q4_K | |
| blk.27.attn_k=Q4_K | |
| blk.27.attn_v=Q4_K | |
| blk.27.attn_output=Q4_K | |
| blk.27.attn_gate=Q4_K | |
| blk.27.attn_qkv=Q4_K | |
| blk.27.ssm_alpha=Q4_K | |
| blk.27.ssm_beta=Q4_K | |
| blk.27.ssm_out=Q4_K | |
| blk.28.ffn_gate_exps=iq2_xs | |
| blk.28.ffn_up_exps=iq2_xs | |
| blk.28.ffn_down_exps=iq2_xs | |
| blk.28.ffn_gate_shexp=Q5_K | |
| blk.28.ffn_up_shexp=Q5_K | |
| blk.28.ffn_down_shexp=Q5_K | |
| blk.28.attn_q=Q4_K | |
| blk.28.attn_k=Q4_K | |
| blk.28.attn_v=Q4_K | |
| blk.28.attn_output=Q4_K | |
| blk.28.attn_gate=Q4_K | |
| blk.28.attn_qkv=Q4_K | |
| blk.28.ssm_alpha=Q4_K | |
| blk.28.ssm_beta=Q4_K | |
| blk.28.ssm_out=Q4_K | |
| blk.29.ffn_gate_exps=iq2_xs | |
| blk.29.ffn_up_exps=iq2_xs | |
| blk.29.ffn_down_exps=iq2_xs | |
| blk.29.ffn_gate_shexp=Q5_K | |
| blk.29.ffn_up_shexp=Q5_K | |
| blk.29.ffn_down_shexp=Q5_K | |
| blk.29.attn_q=Q4_K | |
| blk.29.attn_k=Q4_K | |
| blk.29.attn_v=Q4_K | |
| blk.29.attn_output=Q4_K | |
| blk.29.attn_gate=Q4_K | |
| blk.29.attn_qkv=Q4_K | |
| blk.29.ssm_alpha=Q4_K | |
| blk.29.ssm_beta=Q4_K | |
| blk.29.ssm_out=Q4_K | |
| blk.30.ffn_gate_exps=Q4_K | |
| blk.30.ffn_up_exps=Q4_K | |
| blk.30.ffn_down_exps=Q4_K | |
| blk.30.ffn_gate_shexp=Q5_K | |
| blk.30.ffn_up_shexp=Q5_K | |
| blk.30.ffn_down_shexp=Q5_K | |
| blk.30.attn_q=Q4_K | |
| blk.30.attn_k=Q4_K | |
| blk.30.attn_v=Q4_K | |
| blk.30.attn_output=Q4_K | |
| blk.30.attn_gate=Q4_K | |
| blk.30.attn_qkv=Q4_K | |
| blk.30.ssm_alpha=Q4_K | |
| blk.30.ssm_beta=Q4_K | |
| blk.30.ssm_out=Q4_K | |
| blk.31.ffn_gate_exps=Q4_K | |
| blk.31.ffn_up_exps=Q4_K | |
| blk.31.ffn_down_exps=Q4_K | |
| blk.31.ffn_gate_shexp=Q5_K | |
| blk.31.ffn_up_shexp=Q5_K | |
| blk.31.ffn_down_shexp=Q5_K | |
| blk.31.attn_q=Q4_K | |
| blk.31.attn_k=Q4_K | |
| blk.31.attn_v=Q4_K | |
| blk.31.attn_output=Q4_K | |
| blk.31.attn_gate=Q4_K | |
| blk.31.attn_qkv=Q4_K | |
| blk.31.ssm_alpha=Q4_K | |
| blk.31.ssm_beta=Q4_K | |
| blk.31.ssm_out=Q4_K | |
| blk.32.ffn_gate_exps=Q4_K | |
| blk.32.ffn_up_exps=Q4_K | |
| blk.32.ffn_down_exps=Q4_K | |
| blk.32.ffn_gate_shexp=Q5_K | |
| blk.32.ffn_up_shexp=Q5_K | |
| blk.32.ffn_down_shexp=Q5_K | |
| blk.32.attn_q=Q4_K | |
| blk.32.attn_k=Q4_K | |
| blk.32.attn_v=Q4_K | |
| blk.32.attn_output=Q4_K | |
| blk.32.attn_gate=Q4_K | |
| blk.32.attn_qkv=Q4_K | |
| blk.32.ssm_alpha=Q4_K | |
| blk.32.ssm_beta=Q4_K | |
| blk.32.ssm_out=Q4_K | |
| blk.33.ffn_gate_exps=Q4_K | |
| blk.33.ffn_up_exps=Q4_K | |
| blk.33.ffn_down_exps=Q4_K | |
| blk.33.ffn_gate_shexp=Q5_K | |
| blk.33.ffn_up_shexp=Q5_K | |
| blk.33.ffn_down_shexp=Q5_K | |
| blk.33.attn_q=Q4_K | |
| blk.33.attn_k=Q4_K | |
| blk.33.attn_v=Q4_K | |
| blk.33.attn_output=Q4_K | |
| blk.33.attn_gate=Q4_K | |
| blk.33.attn_qkv=Q4_K | |
| blk.33.ssm_alpha=Q4_K | |
| blk.33.ssm_beta=Q4_K | |
| blk.33.ssm_out=Q4_K | |
| blk.34.ffn_gate_exps=Q4_K | |
| blk.34.ffn_up_exps=Q4_K | |
| blk.34.ffn_down_exps=Q4_K | |
| blk.34.ffn_gate_shexp=Q5_K | |
| blk.34.ffn_up_shexp=Q5_K | |
| blk.34.ffn_down_shexp=Q5_K | |
| blk.34.attn_q=Q4_K | |
| blk.34.attn_k=Q4_K | |
| blk.34.attn_v=Q4_K | |
| blk.34.attn_output=Q4_K | |
| blk.34.attn_gate=Q4_K | |
| blk.34.attn_qkv=Q4_K | |
| blk.34.ssm_alpha=Q4_K | |
| blk.34.ssm_beta=Q4_K | |
| blk.34.ssm_out=Q4_K | |
| blk.35.ffn_gate_exps=Q5_K | |
| blk.35.ffn_up_exps=Q5_K | |
| blk.35.ffn_down_exps=Q5_K | |
| blk.35.ffn_gate_shexp=Q6_K | |
| blk.35.ffn_up_shexp=Q6_K | |
| blk.35.ffn_down_shexp=Q6_K | |
| blk.35.attn_q=Q5_K | |
| blk.35.attn_k=Q5_K | |
| blk.35.attn_v=Q5_K | |
| blk.35.attn_output=Q5_K | |
| blk.35.attn_gate=Q5_K | |
| blk.35.attn_qkv=Q5_K | |
| blk.35.ssm_alpha=Q5_K | |
| blk.35.ssm_beta=Q5_K | |
| blk.35.ssm_out=Q5_K | |
| blk.36.ffn_gate_exps=Q5_K | |
| blk.36.ffn_up_exps=Q5_K | |
| blk.36.ffn_down_exps=Q5_K | |
| blk.36.ffn_gate_shexp=Q6_K | |
| blk.36.ffn_up_shexp=Q6_K | |
| blk.36.ffn_down_shexp=Q6_K | |
| blk.36.attn_q=Q5_K | |
| blk.36.attn_k=Q5_K | |
| blk.36.attn_v=Q5_K | |
| blk.36.attn_output=Q5_K | |
| blk.36.attn_gate=Q5_K | |
| blk.36.attn_qkv=Q5_K | |
| blk.36.ssm_alpha=Q5_K | |
| blk.36.ssm_beta=Q5_K | |
| blk.36.ssm_out=Q5_K | |
| blk.37.ffn_gate_exps=Q5_K | |
| blk.37.ffn_up_exps=Q5_K | |
| blk.37.ffn_down_exps=Q5_K | |
| blk.37.ffn_gate_shexp=Q6_K | |
| blk.37.ffn_up_shexp=Q6_K | |
| blk.37.ffn_down_shexp=Q6_K | |
| blk.37.attn_q=Q5_K | |
| blk.37.attn_k=Q5_K | |
| blk.37.attn_v=Q5_K | |
| blk.37.attn_output=Q5_K | |
| blk.37.attn_gate=Q5_K | |
| blk.37.attn_qkv=Q5_K | |
| blk.37.ssm_alpha=Q5_K | |
| blk.37.ssm_beta=Q5_K | |
| blk.37.ssm_out=Q5_K | |
| blk.38.ffn_gate_exps=Q5_K | |
| blk.38.ffn_up_exps=Q5_K | |
| blk.38.ffn_down_exps=Q5_K | |
| blk.38.ffn_gate_shexp=Q6_K | |
| blk.38.ffn_up_shexp=Q6_K | |
| blk.38.ffn_down_shexp=Q6_K | |
| blk.38.attn_q=Q5_K | |
| blk.38.attn_k=Q5_K | |
| blk.38.attn_v=Q5_K | |
| blk.38.attn_output=Q5_K | |
| blk.38.attn_gate=Q5_K | |
| blk.38.attn_qkv=Q5_K | |
| blk.38.ssm_alpha=Q5_K | |
| blk.38.ssm_beta=Q5_K | |
| blk.38.ssm_out=Q5_K | |
| blk.39.ffn_gate_exps=Q5_K | |
| blk.39.ffn_up_exps=Q5_K | |
| blk.39.ffn_down_exps=Q5_K | |
| blk.39.ffn_gate_shexp=Q6_K | |
| blk.39.ffn_up_shexp=Q6_K | |
| blk.39.ffn_down_shexp=Q6_K | |
| blk.39.attn_q=Q5_K | |
| blk.39.attn_k=Q5_K | |
| blk.39.attn_v=Q5_K | |
| blk.39.attn_output=Q5_K | |
| blk.39.attn_gate=Q5_K | |
| blk.39.attn_qkv=Q5_K | |
| blk.39.ssm_alpha=Q5_K | |
| blk.39.ssm_beta=Q5_K | |
| blk.39.ssm_out=Q5_K | |
| blk.40.attn_q=Q8_0 | |
| blk.40.attn_k=Q8_0 | |
| blk.40.attn_v=Q8_0 | |
| blk.40.attn_output=Q8_0 | |
| blk.40.attn_q_norm=Q8_0 | |
| blk.40.attn_k_norm=Q8_0 | |
| blk.40.attn_norm=Q8_0 | |
| blk.40.post_attention_norm=Q8_0 | |
| blk.40.ffn_gate_exps=Q8_0 | |
| blk.40.ffn_up_exps=Q8_0 | |
| blk.40.ffn_down_exps=Q8_0 | |
| blk.40.ffn_gate_inp=Q8_0 | |
| blk.40.ffn_gate_shexp=Q8_0 | |
| blk.40.ffn_up_shexp=Q8_0 | |
| blk.40.ffn_down_shexp=Q8_0 | |
| blk.40.ffn_gate_inp_shexp=Q8_0 | |
| blk.40.eh_proj=Q8_0 | |
| blk.40.enorm=Q8_0 | |
| blk.40.hnorm=Q8_0 | |
| blk.40.shared_head_norm=Q8_0 | |