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mryab submitted a paper 15 days ago

Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

lewtun submitted a paper 26 days ago

Single-minus gluon tree amplitudes are nonzero

lewtun submitted a paper 28 days ago

Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL

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alvarobartt

posted an update 7 days ago

Post

3177

Learn how to deploy Microsoft Research VibeVoice ASR on Microsoft Azure Foundry with Hugging Face to generate rich audio transcriptions with Who, When, and What! 💥

> 🕒 60-minute single-pass processing, no chunking or stitching
> 👤 Customized hotwords to guide recognition on domain-specific content
> 📝 Rich transcription: joint ASR + diarization + timestamping in one pass
> 🌍 50+ languages with automatic detection and code-switching support
> 🤗 Deployed on Microsoft Foundry via an OpenAI-compatible Chat Completions API

https://huggingface.co/docs/microsoft-azure/foundry/examples/deploy-vibevoice-asr

mryab

submitted a paper to Daily Papers 15 days ago

Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

Paper • 2602.21196 • Published 15 days ago • 5

alvarobartt

posted an update about 1 month ago

Post

3136

💥 hf-mem v0.4.1 now also estimates KV cache memory requirements for any context length and batch size with the --experimental flag!

uvx hf-mem --model-id ... --experimental will automatically pull the required information from the Hugging Face Hub to include the KV cache estimation, when applicable.

💡 Alternatively, you can also set the --max-model-len, --batch-size and --kv-cache-dtype arguments (à la vLLM) manually if preferred.

1 reply

ariG23498

authored a paper 5 months ago

FineVision: Open Data Is All You Need

Paper • 2510.17269 • Published Oct 20, 2025 • 76

merve

posted an update 5 months ago

Post

9598

deepseek-ai/DeepSeek-OCR is out! 🔥 my take ⤵️
> pretty insane it can parse and re-render charts in HTML
> it uses CLIP and SAM features concatenated, so better grounding
> very efficient per vision tokens/performance ratio
> covers 100 languages

4 replies

jfchi

authored 6 papers 5 months ago

Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks

Paper • 2410.18210 • Published Oct 23, 2024

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1, 2025 • 59

Shape it Up! Restoring LLM Safety during Finetuning

Paper • 2505.17196 • Published May 22, 2025 • 1

maheshp9

authored 3 papers 5 months ago

The Llama 3 Herd of Models

Paper • 2407.21783 • Published Jul 31, 2024 • 117

Llama Guard 3 Vision: Safeguarding Human-AI Image Understanding Conversations

Paper • 2411.10414 • Published Nov 15, 2024 • 1

Large Reasoning Models Learn Better Alignment from Flawed Thinking

Paper • 2510.00938 • Published Oct 1, 2025 • 59

merve

posted an update 6 months ago

Post

6928

large AI labs open-sourced a ton of models last week 🔥
here's few picks, find even more here merve/sep-16-releases-68d13ea4c547f02f95842f05 🤝
> IBM released a new Docling model with 258M params based on Granite (A2.0) 📝 ibm-granite/granite-docling-258M
> Xiaomi released 7B audio LM with base and instruct variants (MIT) XiaomiMiMo/mimo-audio-68cc7202692c27dae881cce0
> DecartAI released Lucy Edit, open Nano Banana 🍌 (NC) decart-ai/Lucy-Edit-Dev
> OpenGVLab released a family of agentic computer use models (3B/7B/32B) with the dataset 💻 OpenGVLab/scalecua-68c912cf56f7ff4c8e034003
> Meituan Longcat released thinking version of LongCat-Flash 💭 meituan-longcat/LongCat-Flash-Thinking

2 replies

merve

posted an update 6 months ago

Post

3483

IBM just released small swiss army knife for the document models: granite-docling-258M on Hugging Face 🔥

> not only a document converter but also can do document question answering, understand multiple languages 🤯
> best part: released with Apache 2.0 license 👏 use it with your commercial projects!
> it supports transformers, vLLM and MLX from the get-go! 🤗
> built on SigLIP2 & granite-165M

model: ibm-granite/granite-docling-258M
demo: ibm-granite/granite-docling-258m-demo 💗

lysandre

posted an update 6 months ago

Post

8145

We're kick-starting the process of Transformers v5, with @ArthurZ and @cyrilvallez !

v5 should be significant: we're using it as a milestone for performance optimizations, saner defaults, and a much cleaner code base worthy of 2025.

Fun fact: v4.0.0-rc-1 came out on Nov 19, 2020, nearly five years ago!

6 replies

merve

posted an update 6 months ago

Post

1248

a ton of image/video generation models and LLMs from big labs 🔥

> Meta released facebook/mobilellm-r1-68c4597b104fac45f28f448e, smol LLMs for on-device use 💬
> Tencent released tencent/SRPO, high res image generation model and tencent/POINTS-Reader, cutting edge OCR 📝
> ByteDance released bytedance-research/HuMo, video generation from any input ⏯️

find more models, datasets, demos here merve/sep-11-releases-68c7dbfa26bea8cd921fa0ac