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
backup all: 6 files (batch)
Browse files
ckpt/hybrid50m_v25_merges/ties_k0p2.pt
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version https://git-lfs.github.com/spec/v1
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size 210903627
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ckpt/quarantine_v22_dpo/QUARANTINE.json
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{
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"status": "discarded-divergent-outputs",
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"source": "ckpt/hybrid50m_v22_dpo",
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"valid_recovery": "../hybrid50m_v22_dpo/model_600_recovery.pt",
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"quarantined": [
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{"file":"best_ppl_step700_divergent.pt","step":700,"val_ppl":137285.47},
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{"file":"raw_latest_step700_guard_breach.pt","step":700,"val_ppl":137285.47}
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],
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"guard": 60.0,
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"release_allowed": false,
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"created_at": "2026-08-12"
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}
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ckpt/quarantine_v22_dpo_recovery/dpo_failed_step100_ppl18750.json
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{
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"status": "ppl-guard-breach",
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"step": 100,
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"val_ppl": 18750.93308241213,
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"ppl_guard": 60.0
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}
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ckpt/quarantine_v22_ties/QUARANTINE.json
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{
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"artifact": "ties_merged_compromised.pt",
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"source": "ckpt/hybrid50m_v22_ties/ties_merged.pt",
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"status": "discarded-compromised",
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"reason": "DPO provenance incomplete; DPO continuation breached val_ppl guard 137285.47 > 60.0 at step 700/751.",
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"release_allowed": false,
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"evaluation_allowed": false,
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"created_at": "2026-08-12"
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}
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ckpt/tiny25m/model_4500.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:d9b0e81a3ccaba81762869bc46a97a2ace072a44b2ef8da2277f97c134882ccb
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size 305281874
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ckpt/tiny25m/model_5000.pt
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version https://git-lfs.github.com/spec/v1
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size 305281874
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