Marisa Malachite

MalachiteO

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MalachiteN

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Recent Activity

liked a Space 17 days ago

tardellirs/model-pulse

liked a model 18 days ago

SC117/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF

reacted to onekq's post with 👍 about 1 month ago

My takes on Jev 1. Very likely a small model. You can certainly pretrain, but I would grab an existing base model, say Qwen 3 class 2. The new RL method is a breakthrough, classification doesn't need to align with human preferences 3. The new output is an overstatement. It's just a new LM head. Of course autoregressive decoding can be used for classification: it takes just a few tokens to express the output. Think twice: are you sure classification doesn't need few-shot, CoT, or reasoning? All of these depend on auto-regressiveness 4. It carves out a market already existing, which is now served by oversized LLMs (hence overpaid), e.g. LLM as judge, labeling 5. Jevons effect will kick in, promoting more modeling efforts for small budget teams. It might even accelerate RSI

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liked a Space 17 days ago

Model Pulse

Hugging Face model download stats, history & trends

liked a model 18 days ago

SC117/Swift-1.5-Qwen3.8-Flash-Next-GSQ-RCO-abliterated-GGUF

Image-Text-to-Text • 177B • Updated 14 days ago • 235k • 98

liked 5 models about 1 month ago

HemmingwayAI/Hemmingway-1

Text Generation • 27B • Updated 21 days ago • 9.09k • 888

Qwen/Qwen-Image-2.1

Text-to-Image • 7B • Updated 23 days ago • 177k • 3.42k

Comfy-Org/Qwen-Image-2.1

Updated about 19 hours ago • 10.5M • 1.18k

ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF

Image-Text-to-Text • 27B • Updated Sep 2 • 1.25M • 2.31k

ISTA-DASLab/Qwen3.8-Flash-Next-GSQ-RCO-GGUF

Image-Text-to-Text • 177B • Updated 24 days ago • 6.44M • 982

liked a model about 2 months ago

unsloth/Qwen3.8-27B-GGUF

27B • Updated Aug 20 • 5.94M • 5.27k

liked a model 3 months ago

unsloth/Qwen3.6-27B-MTP-GGUF

Image-Text-to-Text • 27B • Updated May 26 • 80k • 1.34k