Zach Nussbaum

zpn

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updated a dataset about 3 hours ago

published a dataset 17 days ago

reactedto rwightman's post with ❤️ almost 2 years ago

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1883

timm 1.0 is finally out. The big feature that I wanted to complete before doing this? Having the unified feature map extraciton interface (features_only=True) supporting almost all models (97%) 🎉 See docs at https://huggingface.co/docs/timm/en/feature_extraction

Also in this release, the new set of SBB (searching for better baselins) ViT models, covering new architectures and hparam exploration between tiny and base. See timm/searching-for-better-vit-baselines-663eb74f64f847d2f35a9c19

I also snuck in image-tower loading for PaliGemma (via jax weights on Hub) google/paligemma-release-6643a9ffbf57de2ae0448dda

reactedto bstadt's post with ❤️👍 about 2 years ago

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You can now use gpt4all.io to instantly search, download, and chat with models hosted on huggingface!

posted an update about 2 years ago

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ICYMI! Nomic Embed v1.5: Resizable Production Embeddings with Matryoshka Representation Learning

- Variable embedding dimension from 64 <-> 768
- Outperforms text-embedding-ada-002 while achieving a 3x memory reduction
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers

Check out
nomic-ai/nomic-embed-text-v1.5 for the model weights.

Technical report: https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
Blog Post: https://blog.nomic.ai/posts/nomic-embed-matryoshka
Original Tweet Thread: https://x.com/nomic_ai/status/1757782157374734665?s=20

posted an update about 2 years ago

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ICYMI! Nomic Embed, the first fully open long context text embedder to beat OpenAI

- Open source, open weights, open data
- Beats OpenAI text-embeding-3-small and Ada on short and long context benchmarks
- Day 1 integrations with Langchain, LlamaIndex, MongoDB, and Sentence Transformers

Check out nomic-ai/nomic-embed-text-v1 for the model weights.

Technical report: https://static.nomic.ai/reports/2024_Nomic_Embed_Text_Technical_Report.pdf
Blog Post: https://blog.nomic.ai/posts/nomic-embed-text-v1
Original Tweet Thread: https://x.com/nomic_ai/status/1753082063048040829?s=20

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