🌪️ Patient File: windy-tier-ALMA-7B-R
Generated: 23 Mar 2026 05:49 UTC Pipeline: Windy Pro Assembly Line Phase 3 Built by: Kit 0C1 Alpha on Veron-1 (RTX 5090, Mount Pleasant SC)
📋 Model Information
- Model Key:
ALMA-7B-R - Model ID:
windy-tier-ALMA-7B-R - Source Repo: N/A
- Origin: N/A
- License: CC-BY-4.0
- Architecture: MarianMT (Seq2Seq Transformer)
🌍 Language Pair
- Claimed Direction: ALMA (
ALMA) → 7B-R (7B-R) - Detected Source Language: English (
en) - ⚠️ Note: Detected source language differs from claimed source language
📅 Timeline
- Source Downloaded: N/A
🔄 Re-Certification History
- Total Certification Attempts: 0
🔬 Surgery Report — LoRA Variant
LoRA Configuration (from assembly_line.py)
LoraConfig(
r=4, # LoRA rank
lora_alpha=8, # Alpha parameter
target_modules=["q_proj", "v_proj"], # Attention projections
lora_dropout=0.05,
bias="none"
)
Weight Modification Analysis
- Note: Could not read config.json to estimate parameter counts
LoRA Merge Status: Merged back into full model (not separate adapters)
Model Size Comparison
📊 Overall Status
- Status: ⏳ ERROR
- Quality Rating: N/A
🔬 Sweep 1 Results (Initial Certification)
| Variant | Status | Score | Stars | Quality | HF Repo |
|---|---|---|---|---|---|
| Base | ⚠️ UNKNOWN | 0/10 | 0 | N/A | N/A |
| CT2/INT8 | ⚠️ UNKNOWN | 0/10 | 0 | N/A | N/A |
| LoRA | ⚠️ UNKNOWN | 0/10 | 0 | N/A | N/A |
Sample Outputs (Sweep 1)
🩺 Symptoms
- ✅ No issues detected
💡 Hypothesis / Analysis
- ✅ Model successfully certified - all variants meet quality thresholds
Patient file generated by Windy Pro Patient File Generator v3.0 (Admiral Edition)
CT2 Safetensors Re-Export (Herm Zero, Dr. B)
- Date: 2026-03-24 ~15:18 UTC
- Doctor: Herm Zero (Dr. B)
- Procedure: Fixed broken pickle INT8 format — re-exported as proper safetensors
- Reason: transformers 4.50+ broke INT8 pickle loader compatibility
- Method: Load base model via MarianMTModel.from_pretrained(), save_pretrained() to ct2/