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Ornith-1.5-9B-OBLITERATED-FP16
Mantisec/Ornith-1.5-9B-OBLITERATED-FP16
Ornith-1.5-9B-OBLITERATED-FP16 is a image-text-to-text model from Mantisec. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers.
FP16 conversion of OBLITERATUS/Ornith-1.5-9B-OBLITERATED at revision 82df4702cc5e716cf7573a8942fee28ae8f65088, produced by bfsquish v0.1.0.
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- Model type
- qwen3_5
- Access
- Public
- Created
- Sep 1, 2026
- Updated
- Sep 1, 2026
- SHA
- 06ec6b15
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Base models
Model card
From the Hugging Face model README
Ornith-1.5-9B-OBLITERATED-fp16
FP16 conversion of OBLITERATUS/Ornith-1.5-9B-OBLITERATED at revision 82df4702cc5e716cf7573a8942fee28ae8f65088, produced by bfsquish v0.1.0.
Intended use
Optimized for FP16 inference and fine-tuning on NVIDIA V100 (Volta) GPUs, which lack native BF16 Tensor Core support. The weights have been converted from BF16 to FP16 using the effective range_checked strategy (see below).
Conversion details
| Field | Value |
|---|---|
| Source model | OBLITERATUS/Ornith-1.5-9B-OBLITERATED |
| Source revision | 82df4702cc5e716cf7573a8942fee28ae8f65088 |
| Requested strategy | auto |
| Effective strategy | range_checked |
| Tool | bfsquish v0.1.0 |
| Converted at (UTC) | 2026-08-31T19:18:57.347467+00:00 |
| Target hardware | NVIDIA V100 (Volta, sm_70) |
| Target runtime | NVIDIA V100 (Volta sm_70), FP16 Tensor Cores |
Conversion strategy
Direct upcast to FP32 followed by a range-checked FP16 cast. Values outside FP16's finite range are rejected instead of clipped, and rounding error is recorded in bfsquish_conversion.json. For BF16-trained weights that already fit inside FP16's range, this avoids graph-changing rotations and preserves the source checkpoint as closely as the target dtype permits.
Transform plan
v1 strategy applied: range_checked (no v2 plan bundle was produced for this conversion).
Numerical quality
| Metric | Value |
|---|---|
| Validation verdict | PASS |
| Validation method | generate |
| Max abs logit diff (vs. source) | 0.390610 |
| Min cosine similarity (vs. source) | 0.999951 |
| Token agreement rate | 99.81% |
| Inf/NaN scan | passed (no inf/nan) |
Validation notes
- generation agreement passed despite logit drift: token_agreement=99.81% (pass≥98.00%), min_cos=0.999951, max_diff=0.3906
Reproducing this conversion
bfsquish run \
--model OBLITERATUS/Ornith-1.5-9B-OBLITERATED \
--output-dir ./out \
--strategy auto
License
Inherited from the source model. Refer to the source model's license for terms of use.
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- qwen3_5
- Created
- Sep 1, 2026
- Updated
- Sep 1, 2026