HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

SmolVLM-256M-Instruct-GGUF

Mungert/SmolVLM-256M-Instruct-GGUF

kind
gguf
quant
gguf (16-bit)
family
smol
modality
image-text-to-text
root model
HuggingFaceTB/SmolLM2-135M-Instruct
provider
Mungert
license
apache-2.0
language
en
context
—
library
transformers
vRAM (GB)
—
size on disk
—
downloads
112
likes
0
created
—
last modified
2025-09-24T15:43:00+00:00 (2025)
huggingface
https://huggingface.co/Mungert/SmolVLM-256M-Instruct-GGUF
tags
transformersggufimage-text-to-textendataset:HuggingFaceM4/the_cauldrondataset:HuggingFaceM4/Docmatixarxiv:2504.05299base_model:HuggingFaceTB/SmolLM2-135M-Instructbase_model:quantized:HuggingFaceTB/SmolLM2-135M-Instructlicense:apache-2.0endpoints_compatibleregion:usconversational

Benchmark scores (4)

benchmarkcategoryscorecontextconfevidence
DocVQAmultimodal58.3high| 256M | 35.9 | 28.3 | 52.6 | 34.6 | 47 | 55.8 | 73.6 | 49.9 | 58.3 |
ChartQAmultimodal55.8high| 256M | 35.9 | 28.3 | 52.6 | 34.6 | 47 | 55.8 | 73.6 | 49.9 | 58.3 |
MathVistamultimodal35.9high| 256M | 35.9 | 28.3 | 52.6 | 34.6 | 47 | 55.8 | 73.6 | 49.9 | 58.3 |
MMMUmultimodal28.3high| 256M | 35.9 | 28.3 | 52.6 | 34.6 | 47 | 55.8 | 73.6 | 49.9 | 58.3 |

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Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.