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nielsr  submitted a paper 2 days ago
One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows
nielsr  submitted a paper 8 days ago
PixRestore: Unified Image Restoration via Pixel Diffusion Transformer
nielsr  submitted a paper 8 days ago
MoE-ViE: Mixture of Experts Vision Encoder for Efficient Image and Video Understanding
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AtAndDev 
posted an update about 22 hours ago
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NEW SPECK UPDATES:

Just hit #14 and #15 with out FIRST models on Open SLM Leaderboard. The models were trained on 5B tokens, while competing with similarly sized models trained on more than 6-20x the data.

A new base model Speck1.5-140M being trained right now on a higher quality corpus and will be released soon.
SpeckChat3 is coming very soon with 1 million samples, specifically designed to post train small base models.

Also, just to clarify stuff, we will NOT release anything that is NOT MIT licensed EVER. Openness is needed in small language research.

Thanks to everyone supporting the project, and stay tuned for new releases!
AtAndDev 
posted an update 2 days ago
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1820
SPECK UPDATES:
1 New instruct model tuned on top of Speck1-140M: specklabs/Speck1-140M-Instruct
2 Instruction tuning datasets
2 GGUFs

Much more coming soon:
Speck1.1-140M-Instruct that is post trained on SpeckChat2 will be coming very soon
New base model Speck1.5-140M is coming with a much higher quality corpus

Thanks to everyone who is already supporting the project, and stay tuned for new releases!
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nielsr 
submitted a paper to Daily Papers 2 days ago
fffiloni 
posted an update 3 days ago
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1773
If an agent can build the obvious demo, the obvious demo probably isn’t worth building anymore.
For years, turning a research repo into something people could actually try was valuable by itself.
That part is becoming automated — and that’s a good thing.

Which means the interesting work moves elsewhere: finding the weird use case, the right interaction, the unexpected model combination — or simply knowing which paper is worth anyone’s attention.

The demo used to be the product. Now it needs a point of view.
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AtAndDev 
posted an update 3 days ago
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2077
FIRST SPECK MODEL RELEASED:
specklabs/Speck1-140M

new models coming very soon (both instruct and much better models), with much much higher training scale as i am getting marenostrum5 access soon!
we will be looking at 100b-2t token budgets :)
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nielsr 
submitted 2 papers to Daily Papers 8 days ago
alielfilali01 
authored a paper 9 days ago
Nymbo 
posted an update 17 days ago
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2008
Anthropic gave me six months of Claude Max 20x through the Claude for Open Source program, granted based on my Hugging Face work. Thank you
Anthropic for supporting open source.

So far I've been pointing it at Markdown Minimap, an Obsidian plugin that adds a scrollable IDE-style minimap to your notes. This week I've been clearing a backlog of user-reported issues on it, with Claude often handling them end to end.

https://github.com/Nymbo/Markdown-Minimap — issues and PRs welcome.
nielsr 
submitted a paper to Daily Papers 23 days ago
nielsr 
submitted a paper to Daily Papers about 1 month ago
julien-c 
posted an update about 1 month ago
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4513
who's working on an NVFP4 version of Kimi-K3?
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Nymbo 
posted an update about 1 month ago
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5772
Introducing Inflect-v2, two exceptionally small, open-weight English TTS models at just 3.9M and 9.3M parameters. Both generate speech multiple times faster than real-time on CPU. Despite their size, Inflect-v2 delivers quality that is competitive with much larger lightweight TTS systems, including KittenTTS, Piper, and Supertonic-3.

CPU, CUDA, PyTorch, and ONNX are supported. Apache 2.0.

See it for yourselves:
owensong/Inflect-Micro-v2
owensong/Inflect-Nano-v2

Try the Demos:
Nymbo/Inflect-TTS (unlimited CPU usage)
owensong/Inflect-v2 (ultra-fast ZeroGPU usage)
  • 6 replies
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DmitryRyumin 
authored 2 papers about 1 month ago
nielsr 
submitted 2 papers to Daily Papers about 1 month ago
osanseviero 
authored a paper about 2 months ago
nielsr 
submitted 2 papers to Daily Papers about 2 months ago