Instructions to use FerrellSyntheticIntelligence/fsi-anomaly 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 FerrellSyntheticIntelligence/fsi-anomaly 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 FerrellSyntheticIntelligence/fsi-anomaly # Run inference directly in the terminal: llama cli -hf FerrellSyntheticIntelligence/fsi-anomaly
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf FerrellSyntheticIntelligence/fsi-anomaly # Run inference directly in the terminal: llama cli -hf FerrellSyntheticIntelligence/fsi-anomaly
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 FerrellSyntheticIntelligence/fsi-anomaly # Run inference directly in the terminal: ./llama-cli -hf FerrellSyntheticIntelligence/fsi-anomaly
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 FerrellSyntheticIntelligence/fsi-anomaly # Run inference directly in the terminal: ./build/bin/llama-cli -hf FerrellSyntheticIntelligence/fsi-anomaly
Use Docker
docker model run hf.co/FerrellSyntheticIntelligence/fsi-anomaly
- LM Studio
- Jan
- Ollama
How to use FerrellSyntheticIntelligence/fsi-anomaly with Ollama:
ollama run hf.co/FerrellSyntheticIntelligence/fsi-anomaly
- Unsloth Desktop
- Docker Model Runner
How to use FerrellSyntheticIntelligence/fsi-anomaly with Docker Model Runner:
docker model run hf.co/FerrellSyntheticIntelligence/fsi-anomaly
- Lemonade
How to use FerrellSyntheticIntelligence/fsi-anomaly with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull FerrellSyntheticIntelligence/fsi-anomaly
Run and chat with the model
lemonade run user.fsi-anomaly-{{QUANT_TAG}}List all available models
lemonade list
- Atomic Chat
| {"type": "source", "source_id": "s1", "title": "Unattributed copy", "tier": "unverified", "url": "", "date": "", "retrievable": true, "independent": true, "origin": "", "content_sha256": "596f11e4c29e4490432a8b1338790981843342cd88e05d7c33c74421b78010cd", "triage": {}, "retrieved_at": "", "ts": "2026-08-12"} | |
| {"type": "claim", "claim": "bridge opened 2010", "source_ids": ["s1"], "verdict": "not enough information", "confidence": "LOW", "source_policy": {"verified": false, "reason": "fewer-than-two-independent-usable-sources", "independent_usable": 0, "independent_strong": 0, "sources": [{"source_id": "s1", "origin": "", "score": 0, "classification": "lead", "usable": false, "strong": false, "independent": true, "errors": ["missing-url", "missing-retrieved-at", "invalid-triage-independence", "invalid-triage-proximity", "invalid-triage-recency", "invalid-triage-track", "invalid-triage-interest"]}]}, "ts": "2026-08-12"} | |
| {"type": "finding", "thread": "main", "claim": "bridge opened 2010", "verdict": "not enough information", "confidence": "LOW", "source_ids": ["s1"], "missing": "source policy: fewer-than-two-independent-usable-sources", "source_policy": {"verified": false, "reason": "fewer-than-two-independent-usable-sources", "independent_usable": 0, "independent_strong": 0, "sources": [{"source_id": "s1", "origin": "", "score": 0, "classification": "lead", "usable": false, "strong": false, "independent": true, "errors": ["missing-url", "missing-retrieved-at", "invalid-triage-independence", "invalid-triage-proximity", "invalid-triage-recency", "invalid-triage-track", "invalid-triage-interest"]}]}, "ts": "2026-08-12"} | |
| {"type": "source", "source_id": "s1", "title": "Unattributed copy", "tier": "unverified", "url": "", "date": "", "retrievable": true, "independent": true, "origin": "", "content_sha256": "596f11e4c29e4490432a8b1338790981843342cd88e05d7c33c74421b78010cd", "triage": {}, "retrieved_at": "", "ts": "2026-08-13"} | |
| {"type": "claim", "claim": "bridge opened 2010", "source_ids": ["s1"], "verdict": "not enough information", "confidence": "LOW", "source_policy": {"verified": false, "reason": "fewer-than-two-independent-usable-sources", "independent_usable": 0, "independent_strong": 0, "sources": [{"source_id": "s1", "origin": "", "score": 0, "classification": "lead", "usable": false, "strong": false, "independent": true, "errors": ["missing-url", "missing-retrieved-at", "invalid-triage-independence", "invalid-triage-proximity", "invalid-triage-recency", "invalid-triage-track", "invalid-triage-interest"]}]}, "ts": "2026-08-13"} | |
| {"type": "finding", "thread": "main", "claim": "bridge opened 2010", "verdict": "not enough information", "confidence": "LOW", "source_ids": ["s1"], "missing": "source policy: fewer-than-two-independent-usable-sources", "source_policy": {"verified": false, "reason": "fewer-than-two-independent-usable-sources", "independent_usable": 0, "independent_strong": 0, "sources": [{"source_id": "s1", "origin": "", "score": 0, "classification": "lead", "usable": false, "strong": false, "independent": true, "errors": ["missing-url", "missing-retrieved-at", "invalid-triage-independence", "invalid-triage-proximity", "invalid-triage-recency", "invalid-triage-track", "invalid-triage-interest"]}]}, "ts": "2026-08-13"} | |