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Model Card: GenomeOcean-100M-v1.2 (FP8)
Generated: 2026-05-09T18:04:16-0700
Architecture
| Parameter | Value |
|---|---|
| Architecture | MistralForCausalLM |
| Model Type | mistral |
| Vocab Size | 4096 |
| Hidden Size | 768 |
| Num Hidden Layers | 12 |
| Num Attention Heads | 8 |
| Intermediate Size | 3072 |
| Max Position Embeddings | 32768 |
| RoPE Theta | 1000000.0 |
Quantization Method
- Format: FP8 (E4M3) per-channel weight-only quantization
- Scale DType: float32 per-channel scales
- Method: Post-training quantization (PTQ) with per-channel E4M3 weights
Perplexity Results
| Metric | Value |
|---|---|
| Original PPL (BF16) | 52534.0073 |
| Quantized PPL (FP8) | 51419.6161 |
| PPL Difference | -1114.3912 |
| PPL Difference (%) | -2.12% |
Quality Assessment: Good - minimal quality loss
Weight Fidelity
| Metric | Value |
|---|---|
| Mean Cosine Similarity | 0.999579 |
| Min Cosine Similarity | 0.999509 |
| Mean Relative L2 Error | 0.026537 |
| Max Relative L2 Error | 0.026665 |
| Layers Compared | 85 |
Compression
| Metric | Value |
|---|---|
| Original Size | 0.2395 GB |
| Quantized Size | 0.1172 GB |
| Compression Ratio | 48.93% |
| Space Saved | 0.12 GB |
Summary
The GenomeOcean-100M-v1.2 model was quantized from BF16 to FP8. Perplexity changed by -2.12% (original: 52534.0073, quantized: 51419.6161). Mean weight cosine similarity is 0.9996. Compression ratio is 48.93% (saved 0.12 GB).
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