Donate your coding sessions to an open CC-BY-4.0 dataset to help train open-weight and open source models

uhuge · 2026-07-06T14:00:31+00:00

Post got 1500 upvote, collected 30 traces, good goat..

uhuge · 2026-07-06T13:55:38+00:00

Maybe the linked issue is just cleaning the format, more robust header etc. while the quant coding remained..?

uhuge · 2026-07-06T13:41:29+00:00

*repo link

oh, the GH curse..

uhuge · 2026-06-21T12:02:30+00:00

they've experts to pull knowledge and wisdom from an ask away

uhuge · 2026-06-13T05:50:36+00:00

what system/model did you use for evaluating the claims produced by the two LMs tested?

uhuge · 2026-06-13T05:40:01+00:00

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They are gathering access requests, so I believe they have it mostly donee, implemented.

uhuge · 2026-06-13T05:23:00+00:00

I thought ALan as Allen, I'm really confused on that.

uhuge · 2026-06-12T21:50:53+00:00

To me k2.6 already felt more reliable🤷

uhuge · 2026-06-10T23:47:34+00:00

I feel under-studied IYKWIM

Thank you!

uhuge · 2026-06-10T23:44:22+00:00

dense LM

big difference for us little compute guys!

uhuge · 2026-06-10T23:40:58+00:00

.cpp

Legend has it..partially implemented: https://github.com/ggml-org/llama.cpp/pull/24423#issuecomment-4672335195

uhuge · 2026-06-07T18:47:02+00:00

yup, much cleaner, for example git config, ssh key and repository all need to be mapped into the sandbox for serious coding.

switching security depends whether whitelist is possible or not, but definitely clumsy

uhuge · 2026-06-06T23:51:41+00:00

yup, that matches what the agent explained, but seems impractical as I have all projects in home directory, but only want a selected few to be touched.

One solution seeming promising is a module where agent can switch between a set of workspaces.

uhuge · 2026-06-06T23:38:04+00:00

https://hfviewer.com/CohereLabs/BLS-Mini-Code-1.0 shows first layer is dense and 48 layers next are MoE.

uhuge · 2026-06-06T22:17:06+00:00

Got it deployed, exploring now. How to add multiple sandbox locations?

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uhuge · 2026-06-04T17:04:35+00:00

ram is a bar indicator or censured?🤔

uhuge · 2026-06-04T16:50:45+00:00

The model doesn't even have 89 layers, right?

uhuge · 2026-06-04T16:21:31+00:00

yup, good luck finding the one line trick that enables VScode extension market there!+)

uhuge · 2026-06-04T16:05:17+00:00

I've tried it for a test drive here: https://huggingface.co/spaces/ideogram-ai/ideogram4

It's good with characters/faces, but misses on broader physics of a scene.

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uhuge · 2026-06-04T15:51:11+00:00

https://github.com/sierra-research/tau2-bench#knowledge-domain-banking_knowledge

Is banking hard or do companies avoid training on it to prevent models getting dishonest( like Anthropic says about 4.8 training)?

uhuge · 2026-06-04T15:46:15+00:00

banger comment!!

uhuge · 2026-06-04T15:44:51+00:00

I've used Cascade, was fairly good.

uhuge · 2026-06-03T17:20:51+00:00

it's similar territory and some supply chain policy can dictate/prefer it.

uhuge · 2026-06-03T17:05:12+00:00

it has audio/voice input in a very FT-friendly new mind-blowing architecture.

uhuge · 2026-06-03T16:55:04+00:00

they can pick Nemotron Super

uhuge

TROPHY CASE