Model page

gaianet/Llama-3.2-3B-Instruct-GGUF pass

downloads 279likes 1license llama3.2arch llamaupdated 2025-02-08

claims base: meta-llama/Llama-3.2-3B-Instruct · chat template: not found · view on Hugging Face ↗

Scan coverage

Ingot runs three batteries against a model. What each one checks →

Battery	Looks at	Status
Static battery	Metadata & packaging	complete 2026-08-21
Weights battery	Weights forensics — no GPU, no download	n/arepo ships no scannable weights (no safetensors and no pickle checkpoints — GGUF/CoreML/other formats)
Behavioral battery	Live-inference differentials	not run

Findings

Scanned 2026-08-21 · published from a community scan.

No findings — the batteries that have run came back clean.

Remediation guidance addresses the documented findings only. It is evidence-driven repair, not a safety certification of the model.

Fingerprint

The durable profile of this model: measured weights-and-metadata facts, rebuilt on every scan and battery run. Updated 2026-08-21.

architecture	llama · 28 layers · 3072-dim
vocabulary	128,256 tokens
license	llama3.2
serialization	gguf
chat template	none
claimed lineage	meta-llama/Llama-3.2-3B-Instruct
lineage verified	unverified — weights battery pending

Full measured fingerprint

architectures	LlamaForCausalLM
library	transformers
pipeline	text-generation
repo files	16
revision	d55e6d85643f
HF snapshot	285 downloads · 1 likes · updated 2025-02-08 · captured 2026-08-21
weights battery	token-embedding scan n/a — repo ships no scannable weights (no safetensors and no pickle checkpoints — GGUF/CoreML/other formats)

Battery runs

The run trace behind the findings above: every deep-battery job for this model, with what each run measured or why it failed. Findings are only as good as the runs that produced them.

battery	status	queued	duration	attempts
weights	complete	2026-08-21 05:16	0s	1

weights run 2026-08-21 — measurements

Verdict badge

Ship the verdict in your README — it always shows the latest published analysis:

[![Ingot scan](https://ingot.tools/api/v1/models/gaianet/Llama-3.2-3B-Instruct-GGUF/badge.svg)](https://ingot.tools/models/gaianet/Llama-3.2-3B-Instruct-GGUF)

Gate it in CI