Text Classification
Laya
Safetensors
English
nextflow
nf-core
bioinformatics
fast-routing
modernbert
edge-ai
autonomous-agents
Instructions to use Primeomicx/nf-pilot with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Laya
How to use Primeomicx/nf-pilot with Laya:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
Download rl_agent_config.json from Primeomicx/nf-pilot: direct link, hf CLI and curl.
- Browser
- Download file 997 Bytes
-
https://huggingface.co/Primeomicx/nf-pilot/resolve/main/rl_agent_config.json
- Command line
-
hf download hf://Primeomicx/nf-pilot/rl_agent_config.json
-
curl -L -o rl_agent_config.json https://huggingface.co/Primeomicx/nf-pilot/resolve/main/rl_agent_config.json
997 Bytes
| { | |
| "encoder": "answerdotai/ModernBERT-large", | |
| "head_layers": 2, | |
| "max_len": 512, | |
| "head_max_len": 192, | |
| "max_prefixes": 6, | |
| "act_costs": { | |
| "escalate": 0.5 | |
| }, | |
| "cost_wrong_act": 3.0, | |
| "amp_dtype": "bf16", | |
| "model_name": "nf-pilot", | |
| "temperature": [ | |
| 1.6369030475616455, | |
| 1.2514300346374512, | |
| 1.983399510383606 | |
| ], | |
| "temperature_by_options": { | |
| "choice:3-5": 1.7601518630981445, | |
| "choice:6-10": 1.0000158548355103, | |
| "score:3-5": 1.2514300346374512, | |
| "noul:2": 1.983399510383606, | |
| "choice:11+": 1.0, | |
| "choice:2": 1.9063563346862793 | |
| }, | |
| "training": { | |
| "domain": "nextflow-nfcore", | |
| "dataset": "nf-pilot-decisions-v5", | |
| "records_trained": 16016, | |
| "epochs_completed": 8, | |
| "best_val_accuracy": 0.8989976869699307, | |
| "best_val_loss": 0.25713607140959643, | |
| "fine_tuned_from": "laya-nfcore-v5", | |
| "timestamp": "2026-10-06T23:56:16Z", | |
| "benchmark_accuracy": 1.0, | |
| "samplesheet_accuracy": 1.0, | |
| "subworkflow_accuracy": 1.0 | |
| } | |
| } |