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Crusadersk/Llama-3.2-3B-Instruct-FP8-Dynamic-TR171
Llama-3.2-3B-Instruct-FP8-Dynamic-TR171 is a text generation model from Crusadersk. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.
Downloads · 30 days
18
35% of all-time downloads
All-time downloads
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3.6 GB on disk
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.safetensors3.6 GB · 100%
How the weights are stored.
F8_E4M32.8B · 88%
From the Hugging Face model README
Built with Llama
Weight-FP8 checkpoint of unsloth/Llama-3.2-3B-Instruct, produced for the TR171 deployment-time safety-tax benchmark.
| Field | Value |
|---|---|
| Base model | unsloth/Llama-3.2-3B-Instruct |
| Base revision | 006f5dcd1393c3add266de40994ba96225e9689d (INFERRED — recovered from local HF cache snapshot, not a recorded fact) |
| Recipe | FP8_DYNAMIC (W8A8-e4m3), llmcompressor |
| Quantization method | compressed-tensors |
| Calibration data | none — FP8_DYNAMIC is data-free |
| Build date | 2026-07-02 |
| Shard size | 3.63 GB |
| Quantize wall time | 37.7 s |
| Integrity record | per-file sha256 from Hub LFS metadata; shard_bytes verified |
Producer: research/tr171/expansion/fp8_support_probe.py; environment:
research/tr171/expansion/Dockerfile.fp8. The recipe takes no calibration corpus, so there is no
dataset or seed to reproduce — only the base checkpoint and the toolchain version.
Known reproducibility gap: llmcompressor was unpinned at build time, so the exact version used
on 2026-07-02 is unrecorded. The Dockerfile now pins it. A rebuild may therefore not be bit-identical
to this artifact.
Integrity, stated honestly: the 2026-07-02 build recorded no sha256 of its own, and the local build directory is now empty, so no aggregate directory digest exists for it. What is verifiable instead: the per-file sha256 below is read from this repo's Git-LFS metadata, and the mirror was checked against the build record — summing the file sizes in this repo, excluding the generated README.md, NOTICE and .gitattributes, reproduces the matrix's shard_bytes of 3,625,745,288 exactly. So these hashes describe the same bytes the probe measured, and you can verify a download against them directly:
| File | sha256 |
|---|---|
model.safetensors | 9045dfd85fc49efd353fb1060d9bf52b5b745dc2c05e7c1595d7f7b54b91fcf4 |
tokenizer.json | 6b9e4e7fb171f92fd137b777cc2714bf87d11576700a1dcd7a399e7bbe39537b |
LFS-tracked files only; the small JSON/text files are git blobs and carry no sha256. fp8_support_probe.py now records a real digest at build time, so future shards will not need this reconstruction.
Llama 3.2 is licensed under the Llama 3.2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.
This FP8 derivative inherits the upstream terms of unsloth/Llama-3.2-3B-Instruct. Consult the base model's licence
before redistributing.