jingyaogong/minimind-v
👀 Train a 65M-parameter VLM from scratch in just 2h!
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #477 of 2,794 repositories GStars tracks this week (top 17%).
No releases in the last 90 days; the most recent was 364 days ago, with 5 contributors on GitHub.
Gained 44% fewer stars in the last 90 days than in the 90 days before.
Use Cases & Benefits
- Trains a compact vision-language model (VLM) from scratch efficiently using minimal cost and time on personal GPUs.
- Enables rapid training and inference of multi-modal models with very small parameter sizes, suitable for resource-limited environments.
- Use for developing lightweight VLMs that integrate visual and textual data for image understanding and dialogue.
- Use for researchers or hobbyists seeking a minimal, end-to-end open-source tutorial on training vision-language models.
- Use for deploying fast, low-memory multi-modal AI applications on single GPUs or edge devices with constrained resources.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
"大道至简"
中文 | English
为防止误解，“1小时” 基于NVIDIA 3090硬件设备（单卡）测试
1 epoch，“1.3块钱” 指GPU服务器租用成本。“用乐高拼出一架飞机，远 比坐在头等舱里飞行更让人兴奋！” 构建VLM范式的多模态大模型是否真的如想象中那样复杂？它的代码实现到底如何？ 训练过程究竟难不难？那么现在，探索它们的答案，一起感受创造的乐趣吧！
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
983+66
Open issues
22+1
Compared with peers in AI
Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| storytold/artcraft | 35.6K | +6.7K | 75 | 26 days ago |
| heygen-com/hyperframes | 70.0K | +5.7K | 45 | today |
| Comfy-Org/ComfyUI | 142.0K | +4.4K | 60 | 3 days ago |
| Leonxlnx/taste-skill | 101.1K | +4.0K | 75 | 2 days ago |
| ifixai-ai/iFixAi | 30.7K | +3.3K | 75 | 5 days ago |
| jingyaogong/minimind-v | 8.8K | +0 | 75 | 364 days ago |
| Category median | 70.0K | +4.4K | 75 | — |
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