Ankush Singal

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reacted to merve's post with ❤️ about 19 hours ago

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What a beginning to this year in open ML 🤠
Let's unwrap! merve/jan-10-releases-677fe34177759de0edfc9714

Multimodal 🖼️
> ByteDance released SA2VA: a family of vision LMs that can take image, video, text and visual prompts
> moondream2 is out with new capabilities like outputting structured data and gaze detection!
> Dataset: Alibaba DAMO lab released multimodal textbook — 22k hours worth of samples from instruction videos 🤯
> Dataset: SciCap captioning on scientific documents benchmark dataset is released along with the challenge!

LLMs 💬
> Microsoft released Phi-4, sota open-source 14B language model 🔥
> Dolphin is back with Dolphin 3.0 Llama 3.1 8B 🐬🐬
> Prime-RL released Eurus-2-7B-PRIME a new language model trained using PRIME alignment
> SmallThinker-3B is a new small reasoning LM based on Owen2.5-3B-Instruct 💭
> Dataset: QWQ-LONGCOT-500K is the dataset used to train SmallThinker, generated using QwQ-32B-preview 📕
> Dataset: @cfahlgren1 released React Code Instructions: a dataset of code instruction-code pairs 📕
> Dataset: Qwen team is on the roll, they just released CodeElo, a dataset of code preferences 👩🏻‍💻

Embeddings 🔖
> @MoritzLaurer released zero-shot version of ModernBERT large 👏
> KaLM is a new family of performant multilingual embedding models with MIT license built using Qwen2-0.5B

Image/Video Generation ⏯️
> NVIDIA released Cosmos, a new family of diffusion/autoregressive World Foundation Models generating worlds from images, videos and texts 🔥
> Adobe released TransPixar: a new text-to-video model that can generate assets with transparent backgrounds (a first!)
> Dataset: fal released cosmos-openvid-1m Cosmos-tokenized OpenVid-1M with samples from OpenVid-1M

Others
> Prior Labs released TabPFNv2, the best tabular transformer is out for classification and regression
> Metagene-1 is a new RNA language model that can be used for pathogen detection, zero-shot embedding and genome understanding

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multimodal

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this collection is for multimodal papers • 3 items • Updated 2 days ago • 1

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Embedding

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Stable Diffusion

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Papers related to stable diffusion • 3 items • Updated 5 days ago • 1

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RAG articles

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This collection is meant for RAG articles 1. Let your LLM generate a few tokens https://www.arxiv.org/abs/2412.11536 • 11 items • Updated 8 days ago • 1

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PatronusAI/glider

Text Generation • Updated 9 days ago • 1.56k • 30

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This collection is for Transformer Articles • 8 items • Updated Dec 6, 2024 • 1

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Decoding Strategies in Large Language Models

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Oct 29, 2024

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updated 3 collections 2 months ago

multimodal

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this collection is for multimodal papers • 3 items • Updated 2 days ago • 1

RAG articles

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This collection is meant for RAG articles 1. Let your LLM generate a few tokens https://www.arxiv.org/abs/2412.11536 • 11 items • Updated 8 days ago • 1

Fine-Tuning

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Fine-Tuning • 2 items • Updated Nov 5, 2024 • 1

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this is for Mixture of XXX • 1 item • Updated Oct 23, 2024 • 1

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this is for Mixture of XXX • 1 item • Updated Oct 23, 2024 • 1

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Fine-Tuning • 2 items • Updated Nov 5, 2024 • 1

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Fine-Tuning • 2 items • Updated Nov 5, 2024 • 1