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ThomasSimoniniย  updated a dataset about 2 hours ago
huggingface-projects/Deep-RL-Course-Certification
giadapย  authored a paper 15 days ago
Fully Autonomous AI Agents Should Not be Developed
anditoย  authored a paper 19 days ago
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
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freddyaboultonย 
posted an update 42 minutes ago
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30
Getting WebRTC and Websockets right in python is very tricky. If you've tried to wrap an LLM in a real-time audio layer then you know what I'm talking about.

That's where FastRTC comes in! It makes WebRTC and Websocket streams super easy with minimal code and overhead.

Check out our org: hf.co/fastrtc
ThomasSimoniniย 
updated a dataset about 2 hours ago
AdinaYย 
posted an update about 3 hours ago
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301
Wan2.1 ๐Ÿ”ฅ๐Ÿ“น new OPEN video model by Alibaba Wan team!

Model: Wan-AI/Wan2.1-T2V-14B
Demo: Wan-AI/Wan2.1

โœจApache 2.0
โœจ8.19GB VRAM, runs on most GPUs
โœจMulti-Tasking: T2V, I2V, Video Editing, T2I, V2A
โœจText Generation: Supports Chinese & English
โœจPowerful Video VAE: Encode/decode 1080P w/ temporal precision
AdinaYย 
posted an update about 21 hours ago
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1526
Try QwQ-Max-Preview, Qwen's reasoning model here๐Ÿ‘‰ https://chat.qwen.ai
Can't wait for the model weights to drop on the Hugging Face Hub ๐Ÿ”ฅ
  • 1 reply
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AdinaYย 
posted an update 1 day ago
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1798
Two AI startups, DeepSeek & Moonshot AI , keep moving in perfect sync ๐Ÿ‘‡

โœจ Last December: DeepSeek & Moonshot AI released their reasoning models on the SAME DAY.
DeepSeek: deepseek-ai/DeepSeek-R1
MoonShot: https://github.com/MoonshotAI/Kimi-k1.5

โœจ Last week: Both teams published papers on modifying attention mechanisms on the SAME DAY AGAIN.
DeepSeek: Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention (2502.11089)
Moonshot: MoBA: Mixture of Block Attention for Long-Context LLMs (2502.13189)

โœจ TODAY:
DeepSeek unveiled Flash MLA: a efficient MLA decoding kernel for NVIDIA Hopper GPUs, optimized for variable-length sequences.
https://github.com/deepseek-ai/FlashMLA

Moonshot AI introduces Moonlight: a 3B/16B MoE trained on 5.7T tokens using Muon, pushing the Pareto frontier with fewer FLOPs.
moonshotai/Moonlight-16B-A3B

What's next? ๐Ÿ‘€
AdinaYย 
posted an update 5 days ago
merveย 
posted an update 6 days ago
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4969
Google just released PaliGemma 2 Mix: new versatile instruction vision language models ๐Ÿ”ฅ

> Three new models: 3B, 10B, 28B with res 224, 448 ๐Ÿ’™
> Can do vision language tasks with open-ended prompts, understand documents, and segment or detect anything ๐Ÿคฏ

Read more https://huggingface.co/blog/paligemma2mix
Try the demo google/paligemma2-10b-mix
All models are here google/paligemma-2-mix-67ac6a251aaf3ee73679dcc4
AdinaYย 
posted an update 7 days ago
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4161
๐Ÿš€ StepFun้˜ถ่ทƒๆ˜Ÿ่พฐ is making BIG open moves!

Last year, their GOT-OCR 2.0 took the community by storm ๐Ÿ”ฅbut many didnโ€™t know they were also building some amazing models. Now, theyโ€™ve just dropped something huge on the hub!

๐Ÿ“บ Step-Video-T2V: a 30B bilingual open video model that generates 204 frames (8-10s) at 540P resolution with high information density & consistency.
stepfun-ai/stepvideo-t2v

๐Ÿ”Š Step-Audio-TTS-3B : a TTS trained with the LLM-Chat paradigm on a large synthetic dataset, capable of generating RAP & Humming
stepfun-ai/step-audio-67b33accf45735bb21131b0b
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AdinaYย 
posted an update 7 days ago
sayakpaulย 
posted an update 8 days ago
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2825
Inference-time scaling meets Flux.1-Dev (and others) ๐Ÿ”ฅ

Presenting a simple re-implementation of "Inference-time scaling diffusion models beyond denoising steps" by Ma et al.

I did the simplest random search strategy, but results can potentially be improved with better-guided search methods.

Supports Gemini 2 Flash & Qwen2.5 as verifiers for "LLMGrading" ๐Ÿค—

The steps are simple:

For each round:

1> Starting by sampling 2 starting noises with different seeds.
2> Score the generations w.r.t a metric.
3> Obtain the best generation from the current round.

If you have more compute budget, go to the next search round. Scale the noise pool (2 ** search_round) and repeat 1 - 3.

This constitutes the random search method as done in the paper by Google DeepMind.

Code, more results, and a bunch of other stuff are in the repository. Check it out here: https://github.com/sayakpaul/tt-scale-flux/ ๐Ÿค—
merveย 
posted an update 11 days ago
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4613
Your weekly recap of open AI is here, and it's packed with models! merve/feb-14-releases-67af876b404cc27c6d837767

๐Ÿ‘€ Multimodal
> OpenGVLab released InternVideo 2.5 Chat models, new video LMs with long context
> AIDC released Ovis2 model family along with Ovis dataset, new vision LMs in different sizes (1B, 2B, 4B, 8B, 16B, 34B), with video and OCR support
> ColQwenStella-2b is a multilingual visual retrieval model that is sota in it's size
> Hoags-2B-Exp is a new multilingual vision LM with contextual reasoning, long context video understanding

๐Ÿ’ฌ LLMs
A lot of math models!
> Open-R1 team released OpenR1-Math-220k large scale math reasoning dataset, along with Qwen2.5-220K-Math fine-tuned on the dataset, OpenR1-Qwen-7B
> Nomic AI released new Nomic Embed multilingual retrieval model, a MoE with 500 params with 305M active params, outperforming other models
> DeepScaleR-1.5B-Preview is a new DeepSeek-R1-Distill fine-tune using distributed RL on math
> LIMO is a new fine-tune of Qwen2.5-32B-Instruct on Math

๐Ÿ—ฃ๏ธ Audio
> Zonos-v0.1 is a new family of speech recognition models, which contains the model itself and embeddings

๐Ÿ–ผ๏ธ Vision and Image Generation
> We have ported DepthPro of Apple to transformers for your convenience!
> illustrious-xl-v1.0 is a new illustration generation model
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AdinaYย 
posted an update 12 days ago
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2541
Ovis2 ๐Ÿ”ฅ a multimodal LLM released by Alibaba AIDC team.
AIDC-AI/ovis2-67ab36c7e497429034874464
โœจ1B/2B/4B/8B/16B/34B
โœจStrong CoT for deeper problem solving
โœจMultilingual OCR โ€“ Expanded beyond English & Chinese, with better data extraction
AdinaYย 
posted an update 12 days ago
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3536
InspireMusic ๐ŸŽต๐Ÿ”ฅ an open music generation framework by Alibaba FunAudio Lab
Model: FunAudioLLM/InspireMusic-1.5B-Long
Demo: FunAudioLLM/InspireMusic
โœจ Music, songs, audio - ALL IN ONE
โœจ High quality audio: 24kHz & 48kHz sampling rates
โœจ Long-Form Generation: enables extended audio creation
โœจ Efficient Fine-Tuning: precision (BF16, FP16, FP32) with user-friendly scripts
  • 1 reply
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giadapย 
authored a paper 15 days ago
merveย 
posted an update 18 days ago
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3048
Interesting releases in open AI this week, let's recap ๐Ÿค  merve/feb-7-releases-67a5f7d7f172d8bfe0dd66f4

๐Ÿค– Robotics
> Pi0, first open-source foundation vision-language action model was released in Le Robot (Apache 2.0)

๐Ÿ’ฌ LLMs
> Groundbreaking: s1 is simpler approach to test-time scaling, the release comes with small s1K dataset of 1k question-reasoning trace pairs (from Gemini-Thinking Exp) they fine-tune Qwen2.5-32B-Instruct to get s1-32B, outperforming o1-preview on math ๐Ÿคฏ s1-32B and s1K is out!
> Adyen released DABstep, a new benchmark along with it's leaderboard demo for agents doing data analysis
> Krutrim released Krutrim-2 instruct, new 12B model based on NeMo12B trained and aligned on Indic languages, a new multilingual sentence embedding model (based on STSB-XLM-R), and a translation model for Indic languages

๐Ÿ‘€ Multimodal
> PKU released Align-DS-V, a model aligned using their new technique called LLF for all modalities (image-text-audio), along with the dataset Align Anything
> OLA-7B is a new any-to-any model by Tencent that can take text, image, video, audio data with context window of 32k tokens and output text and speech in English and Chinese
> Krutrim released Chitrarth, a new vision language model for Indic languages and English

๐Ÿ–ผ๏ธ Vision
> BiRefNet_HR is a new higher resolution BiRefNet for background removal

๐Ÿ—ฃ๏ธ Audio
> kyutai released Hibiki, it's a real-time speech-to-speech translation model ๐Ÿคฏ it's available for French-English translation
> Krutrim released Dhwani, a new STT model for Indic languages
> They also release a new dataset for STT-TTS

๐Ÿ–ผ๏ธ Image Generation
> Lumina released Lumina-Image-2.0, a 2B parameter-flow based DiT for text to image generation
> Tencent released Hunyuan3D-2, a 3D asset generation model based on DiT and Hunyuan3D-Paint
> boreal-hl-v1 is a new boring photorealistic image generation LoRA based on Hunyuan
Xenovaย 
posted an update 18 days ago
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7338
We did it. Kokoro TTS (v1.0) can now run 100% locally in your browser w/ WebGPU acceleration. Real-time text-to-speech without a server. โšก๏ธ

Generate 10 seconds of speech in ~1 second for $0.

What will you build? ๐Ÿ”ฅ
webml-community/kokoro-webgpu

The most difficult part was getting the model running in the first place, but the next steps are simple:
โœ‚๏ธ Implement sentence splitting, allowing for streamed responses
๐ŸŒ Multilingual support (only phonemization left)

Who wants to help?
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merveย 
posted an update 19 days ago
anditoย 
authored a paper 19 days ago
clefourrierย 
authored a paper 19 days ago
reach-vbย 
authored a paper 19 days ago