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codelionย
updated a
dataset about 17 hours ago
codelionย
updated a
dataset 1 day ago
codelionย
published a
dataset 1 day ago
codelionย
updated a
dataset 3 days ago
codelionย
published a
dataset 3 days ago
codelionย
published a
dataset 4 days ago
codelionย
updated a
dataset 4 days ago
codelionย
published a
Space 4 days ago
codelionย
published a
dataset 4 days ago
codelionย
updated a
Space 4 days ago
prithivMLmodsย
posted an update 4 days ago
Post
315
VisionGuardrail EVO-2, a multimodal image-classification content-safety model based on Qwen/Qwen3.8-27B, is now available on the Hub!
Stricter image classification than before, with a dense 27-billion-parameter multimodal model, more precise reasoning, and improved captions for classifying visual media.
โ Models: prithivMLmods/VisionGuardrail-Evo2-27B, prithivMLmods/VisionGuardrail-Evo2-27B-GGUF
โ Collection: https://huggingface.co/collections/prithivMLmods/visionguardrail-evo2
โ Previous Models: https://huggingface.co/collections/prithivMLmods/visionguardrail-collection
โคท To learn more, visit the app page or the respective model pages.
Stricter image classification than before, with a dense 27-billion-parameter multimodal model, more precise reasoning, and improved captions for classifying visual media.
โ Models: prithivMLmods/VisionGuardrail-Evo2-27B, prithivMLmods/VisionGuardrail-Evo2-27B-GGUF
โ Collection: https://huggingface.co/collections/prithivMLmods/visionguardrail-evo2
โ Previous Models: https://huggingface.co/collections/prithivMLmods/visionguardrail-collection
โคท To learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update 8 days ago
Post
429
Scribble-Board-Fast is a sketch-to-image workspace powered by Klein-9B, transforming doodles, brush strokes, stickers, and uploaded images into high-fidelity visuals with 4-step distilled sampling.
> Space: prithivMLmods/Scribble-Board-Fast
> GitHub: https://github.com/PRITHIVSAKTHIUR/Scribble-Board-Fast
> To learn more, visit the app page or the respective model pages.
> Space: prithivMLmods/Scribble-Board-Fast
> GitHub: https://github.com/PRITHIVSAKTHIUR/Scribble-Board-Fast
> To learn more, visit the app page or the respective model pages.
Post
109
I implemented the attention-free bidirectional encoder architecture Avey-B for Urdu a compact 24.87M-parameter language encoder built for efficient Urdu NLP research.
Original Avey-B paper: Avey-B (2602.15814)
Urdu model: mahwizzzz/avey-b-ur
Original Avey-B paper: Avey-B (2602.15814)
Urdu model: mahwizzzz/avey-b-ur
Elixpoย
submitted a
paper to Daily Papers 10 days ago
Elixpoย
authored a
paper 10 days ago
NihalGaziย
authored a
paper 11 days ago
Aurelien-Morganย
posted an update 14 days ago
Post
2421
@retrain-pipelines execution engine is in perpetual evolution, with the aim to establish itself as SOTA, and for the long run.
However, we neglect no aspect of ML-Eng centricity.
If notebooks is where you like to do dev most,
we support you there 100% too.
Build crazy combos of inline tasks, deep parallel sub-DAG branches, nested asynchronous groups...
... the DAG renderer is undergoing an incremental upgrade
until the next one.
* starring toy tasks here. No ML has been hurt in this video ๐
However, we neglect no aspect of ML-Eng centricity.
If notebooks is where you like to do dev most,
we support you there 100% too.
Build crazy combos of inline tasks, deep parallel sub-DAG branches, nested asynchronous groups...
... the DAG renderer is undergoing an incremental upgrade
until the next one.
* starring toy tasks here. No ML has been hurt in this video ๐
prithivMLmodsย
posted an update 16 days ago
Post
3794
VisionGuardrail, a multimodal content-safety classifier based on Qwen3.5, is now available on Hugging Face in 4B and 9B variants. It is a direct upgrade to ImageShield-MMCF, providing improved parental controls through conservative visual content-safety filtering.
More About:
โ hf.co/blog โ https://huggingface.co/blog/prithivMLmods/vision-guardrail-mini-blog
โ Models:
โฆ VisionGuardrail-4B: prithivMLmods/VisionGuardrail-4B
โฆ VisionGuardrail-9B: prithivMLmods/VisionGuardrail-9B
โ Dataset:
โฆ ImageShield-Guardrail-Pro: prithivMLmods/ImageShield-Guardrail-Pro
โคท To learn more, visit the app page or the respective model pages.
More About:
โ hf.co/blog โ https://huggingface.co/blog/prithivMLmods/vision-guardrail-mini-blog
โ Models:
โฆ VisionGuardrail-4B: prithivMLmods/VisionGuardrail-4B
โฆ VisionGuardrail-9B: prithivMLmods/VisionGuardrail-9B
โ Dataset:
โฆ ImageShield-Guardrail-Pro: prithivMLmods/ImageShield-Guardrail-Pro
โคท To learn more, visit the app page or the respective model pages.
prithivMLmodsย
posted an update 24 days ago
Post
3085
ImageShield-MMCF โ Multimodal Content Filter is a multimodal content-safety classifier built on top of Qwen3.5 and is now available on Hugging Face!
This is the preview initial version (v1.0) of the model, designed to classify visual content as Safe or Unsafe, with a particular focus on detecting Not Safe for Work (NSFW) and other potentially sensitive visual content.
The demo is implemented in the prithivMLmods/opencaption-4b-vl-sft Space, which serves as an active content-safety layer for computer vision tasks. It helps block Not Safe for Work (NSFW) content generation and paves the way for more meaningful and responsible creativity.
โน ImageShield-MMCF-0.8B: prithivMLmods/ImageShield-MMCF-0.8B
โน ImageShield-MMCF-2B: prithivMLmods/ImageShield-MMCF-2B
This is the preview initial version (v1.0) of the model, designed to classify visual content as Safe or Unsafe, with a particular focus on detecting Not Safe for Work (NSFW) and other potentially sensitive visual content.
The demo is implemented in the prithivMLmods/opencaption-4b-vl-sft Space, which serves as an active content-safety layer for computer vision tasks. It helps block Not Safe for Work (NSFW) content generation and paves the way for more meaningful and responsible creativity.
โน ImageShield-MMCF-0.8B: prithivMLmods/ImageShield-MMCF-0.8B
โน ImageShield-MMCF-2B: prithivMLmods/ImageShield-MMCF-2B
- 2 replies
leonardlinย
posted an update about 1 month ago
Post
189
I've trained an uploaded a proper MTP head for Ornith 1.5:
- head only: shisa-ai/Ornith-1.5-35B-A3B-MTP-ONLY
- full BF16: shisa-ai/Ornith-1.5-35B-A3B-MTP
- FP8: shisa-ai/Ornith-1.5-35B-A3B-MTP-FP8
- head only: shisa-ai/Ornith-1.5-35B-A3B-MTP-ONLY
- full BF16: shisa-ai/Ornith-1.5-35B-A3B-MTP
- FP8: shisa-ai/Ornith-1.5-35B-A3B-MTP-FP8