ministral-3-3b-reasoning-2512-gguf

Consumer-supplied Wekala model-library assets derived from the attributed official publisher. Models and this repository are distributed separately from the Wekala SDK.

Origin and licence

Field Value
Original developer Mistral AI
Original model mistralai/Ministral-3-3B-Reasoning-2512
Pinned source revision 4a36357c811bf511a7b625d132e12f22408aac91
Original publication 2025-12-02 (day)
Date evidence Publisher source
Licence apache-2.0; preserved in LICENSE
Full source parameters 4,251,743,232 (includes embeddings and source modalities)
Nile Academy role Official artifact mirror or explicitly recorded format conversion; no additional training

Original publisher cards and available notices are preserved in provenance/. The original model licence governs the weights; this repository grants no rights to the Wekala SDK.

Files and quantization

Q8_0 is the higher-precision comparison; Q6_K/Q5_K_M trade memory for precision; Q4_K_M needs paired task evaluation. No general quality-loss or 8GB-fit qualification yet.

File Quantization Size (GB) Origin
Ministral-3-3B-Reasoning-2512-BF16-mmproj.gguf BF16 PROJECTOR 0.842 official publisher export
Ministral-3-3B-Reasoning-2512-Q4_K_M.gguf Q4_K_M 2.147 official publisher export
Ministral-3-3B-Reasoning-2512-Q5_K_M.gguf Q5_K_M 2.474 official publisher export
Ministral-3-3B-Reasoning-2512-Q8_0.gguf Q8_0 3.652 official publisher export

Exact file SHA-256 values, upstream paths/revisions and conversion receipts are recorded in model-metadata.json.

Published benchmarks

Publisher-reported source-model scores follow. They are not Wekala measurements of these quantized files. Harness, precision, reasoning settings and task versions differ; do not treat them as a normalized cross-model ranking.

Benchmark Score (%) Mode / settings
AIME25 72.1 reasoning; Publisher source protocol; not normalized across models or measured on this quantization.
GPQA Diamond 53.4 reasoning; Publisher source protocol; not normalized across models or measured on this quantization.
LiveCodeBench (version unspecified) 54.8 reasoning; Publisher source protocol; not normalized across models or measured on this quantization.

Exact source card.

Qualification and use

Downloadable declarative asset. Wekala native chat/tool/template, sustained GPU fit and mobile/browser qualification are pending; no automatic backend installation.

Wekala broad quantization-quality qualification: not qualified. No general “no significant quality loss” claim is made. Official QAT or publisher comparisons are attributed separately. Before recommendation, use paired reference/variant evaluation across instruction, knowledge, math, multilingual/Arabic and tool tasks under the registered Wekala campaign.

Device fit is separate: weight size excludes context state, scratch buffers and driver headroom. CPU and CUDA are execution backends for the same weight file, not separate models. Mobile/browser and sustained 8GB-VRAM operation require their own measured profiles.

Models can produce incorrect or unsafe outputs. Tool calls are proposals subject to the consuming application’s permissions and controller admission.

Original-precision checkpoint

The original BF16 checkpoint is preserved under original/4a36357c811bf511a7b625d132e12f22408aac91/, copied from mistralai/Ministral-3-3B-Reasoning-2512 at the exact pinned revision. Original tensor files total 7,698,241,056 bytes. This includes the source modalities; publisher executable Python is excluded. Source licences, original release date and published benchmarks above still apply.

Download Precision Bytes Scope
model-original-bf16.gguf BF16 original precision 6,866,743,968 Text-only GGUF reference; separate from the complete original checkpoint

Original-precision options have no 8 GB eligibility ceiling. File size is not total RAM/VRAM usage. These are not Q8 and are not dequantized QAT/Q4 weights. GGUF conversion fidelity, runtime profiles and sustained device fit remain separate qualification gates; no lossless-conversion or quality guarantee is implied. See the immutable source and reference record.