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
| == eval ckpt/tiny18m2/model_8500.pt == | |
| [p01] score 0.00 | verdict: funcspanmintrue | conf: cannot assess | |
| [p02] score 0.00 | verdict: notminpisconfunsupparttrue | conf: cannot assess | |
| [p03] score 0.00 | verdict: cmparttfixed | conf: cannot assess | |
| [p04] score 0.00 | verdict: partmincisleantrue | conf: cannot assess | |
| [p05] score 0.00 | verdict: funcspanminupponislealse | conf: canLHIGH | |
| [p06] score 0.00 | verdict: cmpfixed | conf: cannot assess | |
| [p07] score 0.00 | verdict: partminctrue | conf: cannot assess | |
| [p08] score 0.00 | verdict: funcspaninmislealupponse | conf: canLHIGH | |
| [p09] score 0.00 | verdict: funcspanminupponislealse | conf: canLHIGH | |
| [p10] score 0.00 | verdict: cmpfixed | conf: cannot assess | |
| [p11] score 0.00 | verdict: partcinfanmislealse | conf: canLHIGH | |
| [p12] score 0.00 | verdict: funcspanmintrue | conf: cannot assess | |
| [p13] score 0.00 | verdict: cmpfixinanislealse | conf: canLHIGH | |
| [p14] score 0.00 | verdict: partcinfunsuppanmislealse | conf: cannot assess | |
| [p15] score 0.00 | verdict: funcspanuppinmislealse | conf: canLHIGH | |
| [p16] score 0.00 | verdict: cmpfunanislesubstartinantiated | conf: cannot assess | |
| [p17] score 0.00 | verdict: funcspanminislealse | conf: cannot assess | |
| [p18] score 0.00 | verdict: funcspanuppinmisleubstartant | conf: cannot assess | |
| [p19] score 0.00 | verdict: partmincacconfunsuisleixed | conf: cannot assess | |
| [p20] score 0.00 | verdict: partmincislefunstrue | conf: canLHIGH | |
| [p21] score 0.00 | verdict: mpcfunsuppinanislealse | conf: canLHIGH | |
| [p22] score 0.00 | verdict: tpcinfunsuppmislerue | conf: canLHIGH | |
| [p23] score 0.00 | verdict: funcspanuppinmislealse | conf: canLHIGH | |
| [p24] score 0.00 | verdict: funcspanminislealse | conf: cannot assess | |
| [p25] score 0.00 | verdict: cmpfinanisleixed | conf: canLHIGH | |
| [p26] score 0.00 | verdict: cmpfunanislesubstarttrue | conf: canLHIGH | |
| [p27] score 0.00 | verdict: funcsuppinpanmtrue | conf: canLHIGH | |
| [p28] score 0.00 | verdict: cmpfunsuppinisleantrue | conf: cannot assess | |
| [p29] score 0.00 | verdict: funcspanmintrue | conf: cLHIGH | |
| [p30] score 0.00 | verdict: funcspanmintrue | conf: canLHIGH | |
| [p31] score 0.00 | verdict: parttincanmislerue | conf: cannot assess | |
| [p32] score 0.00 | verdict: funcspmintrue | conf: canLHIGH | |
| [p33] score 0.00 | verdict: cmpfixed | conf: cannot assess | |
| [p34] score 0.00 | verdict: partmincaconfuncsuppantr | conf: cannot assess | |
| [p35] score 0.00 | verdict: cmpinfunsuacctrue | conf: cannot assess | |
| [p36] score 0.00 | verdict: mincpanislefixed | conf: cannot assess | |
| [p37] score 0.00 | verdict: minpctfunsuppranislealse | conf: canLHIGH | |
| [p38] score 0.00 | verdict: partmincacctfunsrue | conf: canLHIGH | |
| [p39] score 0.00 | verdict: partmincislefunsuaccontr | conf: cannot assess | |
| [p40] score 0.00 | verdict: funcspanmintrue | conf: cannot assess | |
| [p41] score 0.00 | verdict: confinanalaccurate | conf: cannot assess | |
| [p42] score 0.00 | verdict: confunsuanalse | conf: canHIMEDIUM | |
| [p43] score 0.00 | verdict: funsualtrconanmisleinsinac | conf: cannot assess | |
| [p44] score 0.00 | verdict: confunsalanmtrisuleinsinac | conf: HIMLGEcannot assess | |
| [p45] score 0.00 | verdict: inftrue | conf: HIGH | |
| [p46] score 0.00 | verdict: notconfal atranminisse | conf: HIMLGEcannot assess | |
| [p47] score 0.00 | verdict: funsutralconaninsinaccurate | conf: cannot assess | |
| [p48] score 0.00 | verdict: confinanalaccurate | conf: cannot assess | |
| [p49] score 0.00 | verdict: notconf apanal discrepinaccurate | conf: HIMEcanDILUM | |
| [p50] score 0.00 | verdict: notconfan aunsalupported | conf: HIMEcanDILUM | |
| mean verdict score: 0.000 accuracy@0.5: 0.00 format rate: 1.00 | |
| by category: | |
| generic mean 0.000 n=50 | |
| === probes_researcher === | |
| == eval ckpt/tiny18m2/model_8500.pt == | |
| [verdict-00] score 0.00 | verdict: cmpfixed | conf: cannot assess | |
| [verdict-01] score 0.00 | verdict: funcsupmintrue | conf: cannot assess | |
| [verdict-02] score 0.00 | verdict: cmpfixed | conf: cannot assess | |
| [verdict-03] score 0.00 | verdict: funcspanminislealse | conf: canLHIGH | |
| [verdict-04] score 0.00 | verdict: funcspanuppinmislealse | conf: canLHIGH | |
| [verdict-05] score 0.00 | verdict: funscintmpanislerue | conf: cannot assess | |
| [discrepancy-06] score 0.00 | verdict: funcspanmintrue | conf: canLHIGH | |
| [discrepancy-07] score 0.00 | verdict: funcspanuppinmislealse | conf: canLHIGH | |
| [discrepancy-08] score 0.00 | verdict: funcsupmintrue | conf: canLHIGH | |
| [discrepancy-09] score 0.00 | verdict: funcsuppinpanmixed | conf: cannot assess | |
| [pattern-10] score 0.00 | verdict: cmpfintrue | conf: canLHIGH | |
| [pattern-11] score 0.00 | verdict: cminpanfixed | conf: cannot assess | |
| [pattern-12] score 0.00 | verdict: miscpinfixed | conf: cannot assess | |
| [safety-13] score 0.00 | verdict: parttmincisleranfunsuacc | conf: canLHIGH | |
| [safety-14] score 0.00 | verdict: mincpanfunsuacconisletr | conf: cannot assess | |
| [safety-15] score 0.00 | verdict: partminctrue | conf: canLHIGH | |
| [safety-16] score 0.00 | verdict: funcspanmintrue | conf: cHIGH | |
| [selfcheck-17] score 0.00 | verdict: cmpfunsuppintrue | conf: canLHIGH | |
| [selfcheck-18] score 0.00 | verdict: notminpisconfixed | conf: cannot assess | |
| [symbolism-19] score 0.00 | verdict: funcsuppinpanmislealse | conf: cannot assess | |
| [symbolism-20] score 0.00 | verdict: partminctrue | conf: canLHIGH | |
| [symbolism-21] score 0.00 | verdict: punscinmislefixed | conf: cannot assess | |
| [symbolism-22] score 0.00 | verdict: cmpfunsuppintrue | conf: canLHIGH | |
| [gap-23] score 0.00 | verdict: cmpfixintrue | conf: canLHIGH | |
| [gap-24] score 0.00 | verdict: cmpfixinanislealse | conf: cannot assess | |
| [gap-25] score 0.00 | verdict: funpartsubmincanislealse | conf: cannot assess | |
| [gap-26] score 0.00 | verdict: funcspaninmisleupponixed | conf: cLHIGH | |
| mean verdict score: 0.000 accuracy@0.5: 0.00 format rate: 1.00 | |
| by category: | |
| discrepancy mean 0.000 n=4 | |
| gap mean 0.000 n=4 | |
| pattern mean 0.000 n=3 | |
| safety mean 0.000 n=4 | |
| selfcheck mean 0.000 n=2 | |
| symbolism mean 0.000 n=4 | |
| verdict mean 0.000 n=6 | |