Text Classification
Safetensors
English
unsloth
decision-model
email-classification
multilabel-classification
gemma-4
lora
Instructions to use Groktopus/Letterweave-1.1-E2B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps Settings
- Unsloth Desktop
Download evaluation/private-development-aggregate.json from Groktopus/Letterweave-1.1-E2B: direct link, hf CLI and curl.
- Browser
- Download file 2.75 kB
-
https://huggingface.co/Groktopus/Letterweave-1.1-E2B/resolve/main/evaluation/private-development-aggregate.json
- Command line
-
hf download hf://Groktopus/Letterweave-1.1-E2B/evaluation/private-development-aggregate.json
-
curl -L -o private-development-aggregate.json https://huggingface.co/Groktopus/Letterweave-1.1-E2B/resolve/main/evaluation/private-development-aggregate.json
2.75 kB
| { | |
| "model": "Letterweave-1.1-E2B", | |
| "dataset": "Letterweave0.3.0", | |
| "hardware": "NVIDIA RTX5070Ti16GB", | |
| "quality_kind": "model_teacher known-development agreement, not human or unseen accuracy", | |
| "training": { | |
| "seconds": 994.4827, | |
| "peak_allocated_mib": 9582.927734375, | |
| "steps": 480, | |
| "seed": 3407 | |
| }, | |
| "checkpoint": { | |
| "decision_changes": 0, | |
| "judgments": 1813, | |
| "max_probability_delta": 0.0036415277772176013 | |
| }, | |
| "limits": [ | |
| "Known100guided generator design; not independent unseen test", | |
| "Small correlated template sample; no checkpoint/threshold tuned using mail results", | |
| "No new Jev evaluation; timing boundaries differ", | |
| "Public comparisons contain published releases only; unmatched subsets show release1.1 standalone results." | |
| ], | |
| "selected_checkpoint": "published Letterweave-1.1-E2B, fixed final480steps", | |
| "comparison_scope": "Published Letterweave1.0 and1.1 only; historical published Jev results documented separately in model card", | |
| "private100": { | |
| "review": "original unchanged assistant/model_teacher review; known development messages, not human gold or unseen test", | |
| "releases": { | |
| "Letterweave-1.0-E2B": { | |
| "acceptable": 39, | |
| "missing_alerts": 51 | |
| }, | |
| "Letterweave-1.1-E2B": { | |
| "acceptable": 79, | |
| "missing_alerts": 9 | |
| } | |
| } | |
| }, | |
| "families": { | |
| "meeting-recap": { | |
| "Letterweave-1.0-E2B": { | |
| "n": 9, | |
| "acceptable": 0 | |
| }, | |
| "Letterweave-1.1-E2B": { | |
| "n": 9, | |
| "acceptable": 9 | |
| } | |
| } | |
| }, | |
| "synthetic_retained195": { | |
| "Letterweave-1.1-E2B": { | |
| "emails": 195, | |
| "macro_f1": 0.9402415080196037, | |
| "exact": 0.8564102564102564, | |
| "exact_count": 167, | |
| "per_label": { | |
| "correspondence": { | |
| "tp": 52, | |
| "tn": 141, | |
| "fp": 2 | |
| }, | |
| "transactions/records": { | |
| "tn": 155, | |
| "tp": 34, | |
| "fn": 5, | |
| "fp": 1 | |
| }, | |
| "alerts/updates": { | |
| "tn": 103, | |
| "tp": 85, | |
| "fp": 6, | |
| "fn": 1 | |
| }, | |
| "newsletters/publications": { | |
| "tn": 180, | |
| "tp": 12, | |
| "fn": 3 | |
| }, | |
| "promotions/outreach": { | |
| "tn": 168, | |
| "tp": 25, | |
| "fn": 1, | |
| "fp": 1 | |
| }, | |
| "community/discussions": { | |
| "tn": 157, | |
| "tp": 34, | |
| "fp": 2, | |
| "fn": 2 | |
| }, | |
| "scheduling/invitations": { | |
| "tn": 144, | |
| "tp": 44, | |
| "fp": 3, | |
| "fn": 4 | |
| } | |
| } | |
| } | |
| }, | |
| "synthetic_fresh64": { | |
| "Letterweave-1.1-E2B": { | |
| "macro_f1": 0.9222010425123842, | |
| "exact_set_agreement": 0.84375 | |
| } | |
| } | |
| } | |