ModelPrésentéExterne

TinyLLaVA Qwen2.5 0.5B Dinov2 Small

pretrain stage only, 1180 epochs

Sourcehuggingface.co/sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small/tree/3e5eb6ffef9b239c781fd190f8ef430070558728

TypeText modelModèle de baseQwen/Qwen2.5-0.5BVersionFP16CClasse

Source du modèle

Type: Text model
Taille du fichier: 987 MB
Modèle de base: Qwen/Qwen2.5-0.5B
Version: vFP16
Mis à jour: 30 oct. 2026
Téléchargements: 17
Source: Hugging Face

Description de la source

pretrain stage only, 1180 epochs

MMMU

Category	# Samples	Accuracy
Overall	900	0.303
Overall-Art and Design	120	0.308
Art	30	0.200
Art Theory	30	0.300
Design	30	0.400
Music	30	0.333
Overall-Business	150	0.247
Accounting	30	0.200
Economics	30	0.333
Finance	30	0.267
Management	30	0.267
Marketing	30	0.167
Overall-Science	150	0.253
Biology	30	0.233
Chemistry	30	0.200
Geography	30	0.200
Math	30	0.267
Physics	30	0.367
Overall-Health and Medicine	150	0.327
Basic Medical Science	30	0.433
Clinical Medicine	30	0.233
Diagnostics and Laboratory Med.	30	0.200
Pharmacy	30	0.400
Public Health	30	0.367
Overall-Humanities and Soc. Sci.	120	0.367
History	30	0.367
Literature	30	0.567
Sociology	30	0.333
Psychology	30	0.200
Overall-Tech and Engineering	210	0.324
Agriculture	30	0.300
Architecture and Engineering	30	0.300
Computer Science	30	0.267
Electronics	30	0.267
Energy and Power	30	0.467
Materials	30	0.500
Mechanical Engineering	30	0.167

Sources

1 source

Hugging FacePrincipalVersion 3e5eb6ffef9b239c781fd190f8ef430070558728

huggingface.co/sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small/tree/3e5eb6ffef9b239c781fd190f8ef430070558728

Vérifié 30 oct.

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File inventory only; completeness is unverified.

Artefacts du modèle

1 artefact

model.safetensors

safetensors · FP16 (tensor header) · 987 MB · SHA-256 04fbf46c8615…2c10 · Hugging Face

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Extraits de sources

3 extraits

Readme14 aoûthuggingface.co/sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small

--- license: apache-2.0 language: - zho - eng - fra - spa - por - deu - ita - rus - jpn - kor - vie - tha - ara base_model: - Qwen/Qwen2.5-0.5B - facebook/dinov2-small pipeline_tag: visual-question-answering tags: - multimodal --- pretrain stage only, 1180 epochs [MMMU](https://tinyllava-factory.readthedocs.io/en/latest/Evaluation.html#mmmu) | Category | # Samples | Accuracy | |---------------------------------|-----------|----------| | Overall | 900 | 0.303 | | Overall-Art and Design | 120 | 0.308 | | Art | 30 | 0.200 | | Art Theory | 30 | 0.300 | | Design | 30 | 0.400 | | Music | 30 | 0.333 | | Overall-Business | 150 | 0.247 | | Accounting | 30 | 0.200 | | Economics | 30 | 0.333 | | Finance | 30 | 0.267 | | Management | 30 | 0.267 | | Marketing | 30 | 0.167 | | Overall-Science | 150 | 0.253 | | Biology | 30 | 0.233 | | Chemistry | 30 | 0.200 | | Geography | 30 | 0.200 | | Math | 30 | 0.267 | | Physics | 30 | 0.367 | | Overall-Health and Medicine | 150 | 0.327 | | Basic Medical Science | 30 | 0.433 | | Clinical Medicine | 30 | 0.233 | | Diagnostics and Laboratory Med. | 30 | 0.200 | | Pharmacy | 30 | 0.400 | | Public Health | 30 | 0.367 | | Overall-Humanities and Soc. Sci.| 120 | 0.367 | | History | 30 | 0.367 | | Literature | 30 | 0.567 | | Sociology | 30 | 0.333 | | Psychology | 30 | 0.200 | | Overall-Tech and Engineering | 210 | 0.324 | | Agriculture | 30 | 0.300 | | Architecture and Engineering | 30 | 0.300 | | Computer Science | 30 | 0.267 | | Electronics | 30 | 0.267 | | Energy and Power | 30 | 0.467 | | Materials | 30 | 0.500 | | Mechanical Engineering | 30 | 0.167 |

Note30 oct.huggingface.co/sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small

Source context: 17 downloads · 0 likes · Pipeline visual-question-answering · Repo sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small

Note14 aoûthuggingface.co/sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small

Source context: 15 downloads · 0 likes · Pipeline visual-question-answering · Repo sbrzz/TinyLLaVA-Qwen2.5-0.5B-dinov2-small