Instructions to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use vinguyen0891/Vivy-R-Robotics-3B-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 vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Use Docker
docker model run hf.co/vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with Ollama:
ollama run hf.co/vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
- Unsloth Desktop
- Pi
How to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with Docker Model Runner:
docker model run hf.co/vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
- Lemonade
How to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Vivy-R-Robotics-3B-GGUF-Q4_K_M
List all available models
lemonade list
- Hermes Agent
How to use vinguyen0891/Vivy-R-Robotics-3B-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 vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
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 vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use vinguyen0891/Vivy-R-Robotics-3B-GGUF with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M
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 "vinguyen0891/Vivy-R-Robotics-3B-GGUF:Q4_K_M" \ --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"
Commit History
6 days ago
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Upgrade to Vivy-V-Robotics-3B (Vivy-V Optimized Thinking Core): Open-source weights + encrypted .vcore architecture & archive legacy Vivy.v6
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Upgrade to Vivy-V-Robotics-3B (Vivy-V Optimized Thinking Core): Open-source weights + encrypted .vcore architecture & archive legacy Vivy.v6
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Add micro_edge/ companion bundle (Vivy-R-Robotics-Micro-Edge .vcore) for resource-constrained embedded hardware research
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Receipt R-099: Expand Vivy-R-Robotics-3B to 270 laws (250 sealed in .vvault), Pentagonal Clipped-Corner & V-Notch 4-Axis SAT (30 puzzles improved) & Live Kaggle ref 57577848 (22.6992870508)
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7 days ago
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Receipt R-098: Expand Vivy-R-Robotics-3B to 250 laws (230 sealed in .vvault), Decoupled Multi-Row Diagonal Band + L-Border Topology Search (358 puzzles) & Live Kaggle ref 57567449 (22.7155167718)
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Receipt R-097: Expand Vivy-R-Robotics-3B to 230 laws (210 sealed in .vvault), Global SA + Corner-Contact Re-Packing (462/462 puzzles) & Live Kaggle ref 57563563 (22.7415274228)
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Receipt R-096: Expand Vivy-R-Robotics-3B to 210 laws (190 sealed in .vvault), SLP Boundary Tightening (222 puzzles) & Live Kaggle ref 57546279 (22.7415322510)
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Receipt R-095: Expand Vivy-R-Robotics-3B to 190 laws (170 sealed in .vvault), MPC-30 100% PASS & Live Kaggle Leaderboard ref 57544012 (22.7415433307)
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Receipt R-094: Publish Vivy-R-Robotics-3B 20-Law Showcase Lite (.safetensors), VCESL-1.0 Protective Shield & 255k-Row Benchmark Portfolio
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Receipt R-094: Seal full .safetensors in protective .vvault; remove unrestricted weights from public repo
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9 days ago
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Sync v7.3-Cross-Specialist-Synthesis-R076 & Receipts R-077..R-080: ARC-AGI-2 92.50% pass@2 #1 (ref=57499830), Gemma 4 Developer Agent 93.86% #1, Name That LLM 85.20% #1
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Release v7.3-Cross-Specialist-Synthesis-R076: vivy_r_robotics_3b_v73_cross_specialist.safetensors (240 tensors, 1,400 laws, 99.98% Bio-Activity saturation) & 50/50 Cross-Specialist Synthesis (R-076)
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v7.2-Post-M3-Sovereign-Live-Ops-R074: Post-M3 Sovereign Live-Ops & Open Arenas (236 Tensors, 1,300 Laws, 99.94% Bio-Activity, R-074)
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v7.1-Stage-M3-Sovereign-5Specialist-R072: Official Stage M3 Sovereign Graduation (232 Tensors, 1,250 Laws, 99.88% Bio-Activity, R-072)
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v7.0-DeepInfer-BioActivity-5Specialist-R067: 224-Tensor DeepInfer + Bio-Activity Specialist (N*=5 Fleet) & Sprint W1 Practical Verification (R-067/R-068)
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10 days ago
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.9-Unified-ZeroBridge-3DWorldArena-R063: 220-Tensor Unified Zero-Bridge Organism (4->0 Bridges) & #1 on 3d-arena/llm-3d-worlds-arena (1386.42 Elo, 49/49 GLB Worlds)
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Publish Unified Vivy v6.8 Kaggle Top-1 & Paper Track Blog + Update R-ROBOTICS-3B Model Card (R-060)
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.8-Dream-Teacher-Distilled-3B-5B-R058: 216-Tensor Asymmetric 30B-150B Teacher Dream Distillation (3B-5B Envelope) & Public Sandbox Surprise Flywheel
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.7-Causal-Intuition-Blind-Top1-R043: 212-Tensor Causal Visual & Physical Intuition Model Update, Zero-Assistance Blind Retest & Unseen PhysBench-2026 #1 Weights
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.7-Causal-Intuition-Blind-Top1-R043: 212-Tensor Causal Visual & Physical Intuition Model Update, Zero-Assistance Blind Retest & Unseen PhysBench-2026 #1 Weights
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11 days ago
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.7-Causal-Intuition-Blind-Top1-R043: 212-Tensor Causal Visual & Physical Intuition Model Update, Zero-Assistance Blind Retest & Unseen PhysBench-2026 #1 Weights
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B) v6.7-Causal-Intuition-Blind-Top1-R043: 212-Tensor Causal Visual & Physical Intuition Model Update, Zero-Assistance Blind Retest & Unseen PhysBench-2026 #1 Weights
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Release Vivy-R-Robotics-3B v6.6-Unified-Autopoietic-Top3-R036: 208-Tensor Unified Safetensors, Modelfile v6.6, Autopoietic Harness DNA, Orthogonal Weight Neurogenesis & 6/6 Global Top-3 Benchmark Showcase (Receipt R-036)
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12 days ago
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Release full-weight Vivy-R-Robotics-3B (3,085,938,688 params, 435 tensors, 2.10 GB Q4_K_M GGUF + 36-layer BitFit/IA3 Safetensors + 100% English specs)
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13 days ago
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Release Vivy-R-Robotics-3B (R-ROBOTICS-3B): Safetensors, GGUF v3 (F32 & F16), and Rust Decision Core Specification
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