GRID-6X : Layout for Seamless Image Assembly
β’
7
Prithiv Sakthi PRO
prithivMLmods
AI & ML interests
multi-modal, computer-vision, adapters & natural language understanding
Recent Activity
updated
a Space
about 3 hours ago
prithivMLmods/FLUX-LoRA-DLC
updated
a model
about 3 hours ago
prithivMLmods/Marco-o1-GGUF
Articles
Organizations
prithivMLmods's activity
Reacted to
dylanebert's
post with π
about 3 hours ago
Post
60
Generate meshes with AI locally in Blender
π’ New open-source release
meshgen, a local blender integration of LLaMa-Mesh, is open source and available now π€
get started here: https://github.com/huggingface/meshgen
π’ New open-source release
meshgen, a local blender integration of LLaMa-Mesh, is open source and available now π€
get started here: https://github.com/huggingface/meshgen
Reacted to
andito's
post with π₯
about 11 hours ago
Post
372
Let's go! We are releasing SmolVLM, a smol 2B VLM built for on-device inference that outperforms all models at similar GPU RAM usage and tokens throughputs.
- SmolVLM generates tokens 7.5 to 16 times faster than Qwen2-VL! π€―
- Other models at this size crash a laptop, but SmolVLM comfortably generates 17 tokens/sec on a macbook! π
- SmolVLM can be fine-tuned on a Google collab! Or process millions of documents with a consumer GPU!
- SmolVLM even outperforms larger models in video benchmarks, despite not even being trained on videos!
Check out more!
Demo: HuggingFaceTB/SmolVLM
Blog: https://huggingface.co/blog/smolvlm
Model: HuggingFaceTB/SmolVLM-Instruct
Fine-tuning script: https://github.com/huggingface/smollm/blob/main/finetuning/Smol_VLM_FT.ipynb
- SmolVLM generates tokens 7.5 to 16 times faster than Qwen2-VL! π€―
- Other models at this size crash a laptop, but SmolVLM comfortably generates 17 tokens/sec on a macbook! π
- SmolVLM can be fine-tuned on a Google collab! Or process millions of documents with a consumer GPU!
- SmolVLM even outperforms larger models in video benchmarks, despite not even being trained on videos!
Check out more!
Demo: HuggingFaceTB/SmolVLM
Blog: https://huggingface.co/blog/smolvlm
Model: HuggingFaceTB/SmolVLM-Instruct
Fine-tuning script: https://github.com/huggingface/smollm/blob/main/finetuning/Smol_VLM_FT.ipynb
Reacted to
merve's
post with π
1 day ago
Post
2063
Small yet mighty! π«
We are releasing SmolVLM: a new 2B small vision language made for on-device use, fine-tunable on consumer GPU, immensely memory efficient π€
We release three checkpoints under Apache 2.0: SmolVLM-Instruct, SmolVLM-Synthetic and SmolVLM-Base HuggingFaceTB/smolvlm-6740bd584b2dcbf51ecb1f39
Learn more from our blog here: huggingface.co/blog/smolvlm
This release comes with a demo, fine-tuning code, MLX integration and TRL integration for DPO π
Try the demo: HuggingFaceTB/SmolVLM
Fine-tuning Recipe: https://github.com/huggingface/smollm/blob/main/finetuning/Smol_VLM_FT.ipynb
Also TRL integration for DPO π
We are releasing SmolVLM: a new 2B small vision language made for on-device use, fine-tunable on consumer GPU, immensely memory efficient π€
We release three checkpoints under Apache 2.0: SmolVLM-Instruct, SmolVLM-Synthetic and SmolVLM-Base HuggingFaceTB/smolvlm-6740bd584b2dcbf51ecb1f39
Learn more from our blog here: huggingface.co/blog/smolvlm
This release comes with a demo, fine-tuning code, MLX integration and TRL integration for DPO π
Try the demo: HuggingFaceTB/SmolVLM
Fine-tuning Recipe: https://github.com/huggingface/smollm/blob/main/finetuning/Smol_VLM_FT.ipynb
Also TRL integration for DPO π
Reacted to
vilarin's
post with π₯
1 day ago
Post
891
A few days ago, Blackforestlabs released FLUX.1 Tools, which has surprised everyone with its quality and effects. Now that diffusers support these features, you can easily deploy and build your own Tools.
Combined with the powerful Gradio and ZeroGPU, you can experience the Tools immediately, which is truly wonderful.
I was impressed by the Flux.1 Fill dev, so here I've built a demo for it, making it easy to use for inpainting and outpainting images.
πModel: black-forest-labs/FLUX.1-Fill-dev
π¦Demo: vilarin/Flux.1-Fill-dev
πdiffusers: https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/flux
Combined with the powerful Gradio and ZeroGPU, you can experience the Tools immediately, which is truly wonderful.
I was impressed by the Flux.1 Fill dev, so here I've built a demo for it, making it easy to use for inpainting and outpainting images.
πModel: black-forest-labs/FLUX.1-Fill-dev
π¦Demo: vilarin/Flux.1-Fill-dev
πdiffusers: https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/flux
Reacted to
davidberenstein1957's
post with π₯
1 day ago
Post
1156
Letβs make a generation of amazing image-generation models
The best image generation models are trained on human preference datasets, where annotators have selected the best image from a choice of two. Unfortunately, many of these datasets are closed source so the community cannot train open models on them. Letβs change that!
The community can contribute image preferences for an open-source dataset that could be used for building AI models that convert text to image, like the flux or stable diffusion families. The dataset will be open source so everyone can use it to train models that we can all use.
Blog: https://huggingface.co/blog/burtenshaw/image-preferences
The best image generation models are trained on human preference datasets, where annotators have selected the best image from a choice of two. Unfortunately, many of these datasets are closed source so the community cannot train open models on them. Letβs change that!
The community can contribute image preferences for an open-source dataset that could be used for building AI models that convert text to image, like the flux or stable diffusion families. The dataset will be open source so everyone can use it to train models that we can all use.
Blog: https://huggingface.co/blog/burtenshaw/image-preferences
Reacted to
maxiw's
post with π€
1 day ago
Post
1602
You can now try out computer use models from the hub to automate your local machine with https://github.com/askui/vision-agent. π»
Currently these models are integrated with Gradio Spaces API. Also planning to add local inference soon!
Currently supported:
- Qwen/Qwen2-VL-7B-Instruct
- Qwen/Qwen2-VL-2B-Instruct
- AskUI/PTA-1
- OS-Copilot/OS-Atlas-Base-7B
import time
from askui import VisionAgent
with VisionAgent() as agent:
agent.tools.webbrowser.open_new("http://www.google.com")
time.sleep(0.5)
agent.click("search field in the center of the screen", model_name="Qwen/Qwen2-VL-7B-Instruct")
agent.type("cats")
agent.keyboard("enter")
time.sleep(0.5)
agent.click("text 'Images'", model_name="AskUI/PTA-1")
time.sleep(0.5)
agent.click("second cat image", model_name="OS-Copilot/OS-Atlas-Base-7B")Currently these models are integrated with Gradio Spaces API. Also planning to add local inference soon!
Currently supported:
- Qwen/Qwen2-VL-7B-Instruct
- Qwen/Qwen2-VL-2B-Instruct
- AskUI/PTA-1
- OS-Copilot/OS-Atlas-Base-7B
- 2 replies
posted
an
update
2 days ago
Post
2465
HF Posts Receipts ππ
[ HF POSTS RECEIPT ] : prithivMLmods/HF-POSTS-RECEIPT
π₯ The one thing that needs to be remembered is the 'username'.
π₯ And yeah, thank you, @maxiw , for creating the awesome dataset and sharing them here! π
π₯ [ Dataset ] : maxiw/hf-posts
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@prithivMLmods
[ HF POSTS RECEIPT ] : prithivMLmods/HF-POSTS-RECEIPT
π₯ The one thing that needs to be remembered is the 'username'.
π₯ And yeah, thank you, @maxiw , for creating the awesome dataset and sharing them here! π
π₯ [ Dataset ] : maxiw/hf-posts
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@prithivMLmods
Reacted to
Dref360's
post with π€
2 days ago
Post
1217
New week, new #cv Gradio app for human understanding.(
Dref360/human-interaction-demo) π₯³
This demo highlights when a person touches an object. For instance, it is useful to know if someone is touching a wall, a vase or a door. It works for multiple people too!
Still using nielsr/vitpose-base-simple for pose estimation, very excited to see the PR approved!
This demo highlights when a person touches an object. For instance, it is useful to know if someone is touching a wall, a vase or a door. It works for multiple people too!
Still using nielsr/vitpose-base-simple for pose estimation, very excited to see the PR approved!
Reacted to
maxiw's
post with π₯
2 days ago
Post
1058
π€ Controlling Computers with Small Models π€
We just released PTA-1, a fine-tuned Florence-2 for localization of GUI text and elements. It runs with ~150ms inference time on a RTX 4080. This means you can now start building fast on-device computer use agents!
Model: AskUI/PTA-1
Demo: AskUI/PTA-1
We just released PTA-1, a fine-tuned Florence-2 for localization of GUI text and elements. It runs with ~150ms inference time on a RTX 4080. This means you can now start building fast on-device computer use agents!
Model: AskUI/PTA-1
Demo: AskUI/PTA-1
- 1 reply
Reacted to
victor's
post with π₯
3 days ago
Post
1832
Perfect example of why
Qwen/Qwen2.5-Coder-32B-Instruct is insane?
Introducing: AI Video Composer π₯
huggingface-projects/ai-video-composer
Drag and drop your assets (images/videos/audios) to create any video you want using natural language!
It works by asking the model to output a valid FFMPEG and this can be quite complex but most of the time Qwen2.5-Coder-32B gets it right (that thing is a beast). It's an update of an old project made with GPT4 and it was almost impossible to make it work with open models back then (~1.5 years ago), but not anymore, let's go open weights π.
Introducing: AI Video Composer π₯
huggingface-projects/ai-video-composer
Drag and drop your assets (images/videos/audios) to create any video you want using natural language!
It works by asking the model to output a valid FFMPEG and this can be quite complex but most of the time Qwen2.5-Coder-32B gets it right (that thing is a beast). It's an update of an old project made with GPT4 and it was almost impossible to make it work with open models back then (~1.5 years ago), but not anymore, let's go open weights π.
Reacted to
akhaliq's
post with β€οΈ
3 days ago
Post
2472
anychat
supports chatgpt, gemini, perplexity, claude, meta llama, grok all in one app
try it out there: akhaliq/anychat
supports chatgpt, gemini, perplexity, claude, meta llama, grok all in one app
try it out there: akhaliq/anychat
posted
an
update
3 days ago
Post
3865
CRISP π₯ [ Isometric-3D-Cinematography / Isometric-3D-Obj / 3D-Kawaii / Long Toons ]
[ Flux DLC ] : prithivMLmods/FLUX-LoRA-DLC
[ Stranger Zone ] : https://huggingface.co/strangerzonehf
π[ Isometric 3D Cinematography ] : strangerzonehf/Flux-Isometric-3D-Cinematography
π[ Isometric 3D ] : strangerzonehf/Flux-Isometric-3D-LoRA
π[ Cute 3D Kawaii ] : strangerzonehf/Flux-Cute-3D-Kawaii-LoRA
π[ Long Toon 3D ] : prithivMLmods/Flux-Long-Toon-LoRA
[ Stranger Zone Collection ] : prithivMLmods/stranger-zone-collections-6737118adcf2cb40d66d0c7e
[ Flux Collection ] : prithivMLmods/flux-lora-collections-66dd5908be2206cfaa8519be
[ Flux Mix ] : prithivMLmods/Midjourney-Flux
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@prithivMLmods
[ Flux DLC ] : prithivMLmods/FLUX-LoRA-DLC
[ Stranger Zone ] : https://huggingface.co/strangerzonehf
π[ Isometric 3D Cinematography ] : strangerzonehf/Flux-Isometric-3D-Cinematography
π[ Isometric 3D ] : strangerzonehf/Flux-Isometric-3D-LoRA
π[ Cute 3D Kawaii ] : strangerzonehf/Flux-Cute-3D-Kawaii-LoRA
π[ Long Toon 3D ] : prithivMLmods/Flux-Long-Toon-LoRA
[ Stranger Zone Collection ] : prithivMLmods/stranger-zone-collections-6737118adcf2cb40d66d0c7e
[ Flux Collection ] : prithivMLmods/flux-lora-collections-66dd5908be2206cfaa8519be
[ Flux Mix ] : prithivMLmods/Midjourney-Flux
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@prithivMLmods
Reacted to
hexgrad's
post with π₯
5 days ago
Post
1618
hexgrad/Kokoro-TTS just got an upgrade that substantially improves TTS naturalness for short bursts while maintaining parity for longer utterances! π₯
Read more and listen to before/after audio samples at https://hf.co/blog/hexgrad/kokoro-short-burst-upgrade
(Probably would have made that Article a Post instead, if audio could be embedded into Posts.)
Read more and listen to before/after audio samples at https://hf.co/blog/hexgrad/kokoro-short-burst-upgrade
(Probably would have made that Article a Post instead, if audio could be embedded into Posts.)
- 2 replies
Reacted to
AdinaY's
post with π₯
5 days ago
Post
874
Marco-o1π₯ an open Reasoning Models by AIDC team
Model: AIDC-AI/Marco-o1
Paper: Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions (2411.14405)
β¨Fine-tuned with CoT data (open-source + synthetic).
β¨Expands solution space with MCTS, guided by model confidence.
β¨Novel reasoning strategies & self-reflection enhance complex problem-solving.
β¨Pioneers LRM in multilingual machine translation.
Model: AIDC-AI/Marco-o1
Paper: Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions (2411.14405)
β¨Fine-tuned with CoT data (open-source + synthetic).
β¨Expands solution space with MCTS, guided by model confidence.
β¨Novel reasoning strategies & self-reflection enhance complex problem-solving.
β¨Pioneers LRM in multilingual machine translation.
posted
an
update
5 days ago
Post
2855
Weekend Dribble π¦πΊ
Adapters for Product Ad Backdrops, Smooth Polaroids, Minimalist Sketch cards, Super Blends!!
π€Demo on: prithivMLmods/FLUX-LoRA-DLC
Stranger Zones :
ππΌ{ Super Blend } : strangerzonehf/Flux-Super-Blend-LoRA
ππΌ{ Product Concept Ad } : prithivMLmods/Flux-Product-Ad-Backdrop
ππΌ{ Frosted Mock-ups } : prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA
ππΌ{ Polaroid Plus } : prithivMLmods/Flux-Polaroid-Plus
ππΌ{Sketch Cards} : prithivMLmods/Flux.1-Dev-Sketch-Card-LoRA
πStranger Zone: https://huggingface.co/strangerzonehf
πFlux LoRA Collections: prithivMLmods/flux-lora-collections-66dd5908be2206cfaa8519be
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@prithivMLmods π€
Adapters for Product Ad Backdrops, Smooth Polaroids, Minimalist Sketch cards, Super Blends!!
π€Demo on: prithivMLmods/FLUX-LoRA-DLC
Stranger Zones :
ππΌ{ Super Blend } : strangerzonehf/Flux-Super-Blend-LoRA
ππΌ{ Product Concept Ad } : prithivMLmods/Flux-Product-Ad-Backdrop
ππΌ{ Frosted Mock-ups } : prithivMLmods/Flux.1-Dev-Frosted-Container-LoRA
ππΌ{ Polaroid Plus } : prithivMLmods/Flux-Polaroid-Plus
ππΌ{Sketch Cards} : prithivMLmods/Flux.1-Dev-Sketch-Card-LoRA
πStranger Zone: https://huggingface.co/strangerzonehf
πFlux LoRA Collections: prithivMLmods/flux-lora-collections-66dd5908be2206cfaa8519be
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@prithivMLmods π€
Reacted to
lin-tan's
post with π€
5 days ago
Post
1384
Can language models replace developers? #RepoCod says βNot Yetβ, because GPT-4o and other LLMs have <30% accuracy/pass@1 on real-world code generation tasks.
- Leaderboard https://lt-asset.github.io/REPOCOD/
- Dataset: lt-asset/REPOCOD
@jiang719 @shanchao @Yiran-Hu1007
Compared to #SWEBench, RepoCod tasks are
- General code generation tasks, while SWE-Bench tasks resolve pull requests from GitHub issues.
- With 2.6X more tests per task (313.5 compared to SWE-Benchβs 120.8).
Compared to #HumanEval, #MBPP, #CoderEval, and #ClassEval, RepoCod has 980 instances from 11 Python projects, with
- Whole function generation
- Repository-level context
- Validation with test cases, and
- Real-world complex tasks: longest average canonical solution length (331.6 tokens) and the highest average cyclomatic complexity (9.00)
Introducing hashtag #RepoCod-Lite π for faster evaluations: 200 of the toughest tasks from RepoCod with:
- 67 repository-level, 67 file-level, and 66 self-contains tasks
- Detailed problem descriptions (967 tokens) and long canonical solutions (918 tokens)
- GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks.
- Dataset: lt-asset/REPOCOD_Lite
#LLM4code #LLM #CodeGeneration #Security
- Leaderboard https://lt-asset.github.io/REPOCOD/
- Dataset: lt-asset/REPOCOD
@jiang719 @shanchao @Yiran-Hu1007
Compared to #SWEBench, RepoCod tasks are
- General code generation tasks, while SWE-Bench tasks resolve pull requests from GitHub issues.
- With 2.6X more tests per task (313.5 compared to SWE-Benchβs 120.8).
Compared to #HumanEval, #MBPP, #CoderEval, and #ClassEval, RepoCod has 980 instances from 11 Python projects, with
- Whole function generation
- Repository-level context
- Validation with test cases, and
- Real-world complex tasks: longest average canonical solution length (331.6 tokens) and the highest average cyclomatic complexity (9.00)
Introducing hashtag #RepoCod-Lite π for faster evaluations: 200 of the toughest tasks from RepoCod with:
- 67 repository-level, 67 file-level, and 66 self-contains tasks
- Detailed problem descriptions (967 tokens) and long canonical solutions (918 tokens)
- GPT-4o and other LLMs have < 10% accuracy/pass@1 on RepoCod-Lite tasks.
- Dataset: lt-asset/REPOCOD_Lite
#LLM4code #LLM #CodeGeneration #Security
- 1 reply
Reacted to
merve's
post with β€οΈ
6 days ago
Post
2747
your hugging face profile now has your recent activities π€
Reacted to
victor's
post with π
6 days ago
Post
1757
Qwen2.5-72B is now the default HuggingChat model.
This model is so good that you must try it! I often get better results on rephrasing with it than Sonnet or GPT-4!!
This model is so good that you must try it! I often get better results on rephrasing with it than Sonnet or GPT-4!!
replied to
their
post
6 days ago
Glad π€
Reacted to
elliesleightholm's
post with π€
7 days ago
Post
2681
I made a beginners guide to Hugging Face Spaces π€ I hope it's useful to some of you :)
YouTube video: https://www.youtube.com/watch?v=xqdTFyRdtjQ
Blog: https://www.marqo.ai/blog/how-to-create-a-hugging-face-space
YouTube video: https://www.youtube.com/watch?v=xqdTFyRdtjQ
Blog: https://www.marqo.ai/blog/how-to-create-a-hugging-face-space
- 8 replies