SSSAMMMM/MiniCPM-V-4.7-35B-A3B-DSpark-MLX-4bit
AI model by SSSAMMMM
Older snapshot: check the original source for current information.
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
MLX affine 4-bit conversion of OpenBMB's official DSpark draft, from revision 55249d3e69315892ca07bc956228b404f2526f9a. This is a draft model for speculative decoding, not a standalone chat model. Use it with the compatible MiniCPM-V 4.7 35B-A3B target model and an MLX-VLM runtime with DSpark support. It does not contain a tokenizer or the target model. The source model config is retained, including blocksize: 15. Our validated App configuration explicitly requests a fixed verification block of 4 (3 draft tokens plus 1 committed token); this is a runtime setting, not a change to the weights. Validated against MiniCPM-V 4.7 MLX…
Read the full model card ↗ · Preview checked 2026-10-31T03:09:09.058Z
Inside the original model card — Document outline
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
SSSAMMMM/MiniCPM-V-4.7-35B-A3B-DSpark-MLX-4bit is a task-unspecified model repository published by SSSAMMMM on Hugging Face. The source reports the mlx library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- Not reported
- Library
- mlx
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- 389,223,169
- Architecture
- Qwen3DSparkModel
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-26T06:12:54.000Z
- Last modified
- 2026-10-26T06:15:51.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: openbmb/MiniCPM-V-4.7-35B-A3B-DSpark
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.
Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-26T06:47:05.388Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.