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Collections trending this week

Exhaustive hidden-state probing

Models, datasets and results of the exhaustive hidden-state probing study of ESM Cambrian models.

Synthyra/ESMplusplus_small

Fill-Mask • 0.3B • Updated 30 days ago • 3.38k • 20
Synthyra/ESMplusplus_large

Fill-Mask • 0.6B • Updated 30 days ago • 917 • 19
Synthyra/ESMplusplus_6B

Fill-Mask • 6B • Updated 30 days ago • 645
GleghornLab/protein_concept_probing

Viewer • Updated 25 days ago • 172k • 305

DavidAU/support

Any-to-Any • Updated 3 days ago • 25
unsloth/MiniMax-H3-GGUF

Image-Text-to-Video • 20B • Updated 23 days ago • 2.84M • 410

Learning to Read Out (NeurIPS 2026)

Paper, readout dictionaries, controlled pretraining runs, W_U snapshots and an interactive feature atlas.

Learning to Read Out: Unembedding Dynamics in Language Model Pretraining

Paper • 2610.21025 • Published 25 days ago • 5
Running

Readout Feature Atlas

📖

Browse readout features across Pythia pretraining
hematteo/parameter-trajectory-crosscoders

Other • Updated 22 days ago
hematteo/readout-recipe-control

Text Generation • Updated 22 days ago

TencentARC/Pixal3D

TencentARC/Pixal3D

Image-to-3D • Updated Aug 31 • 399

FDE-Gym: The Last Mile of AI Delivery

Paper • 2610.22350 • Published 24 days ago • 55

Ternary Bonsai 2 in the NInfer container

PrismML's Ternary Bonsai 2 repacked into NInfer v3. Codes move byte for byte. No published engine loads these end to end yet.

fyb1214/Ternary-Bonsai-2-2B-ninfer

Text Generation • Updated 23 days ago • 534
fyb1214/Ternary-Bonsai-2-4B-ninfer

Text Generation • Updated 23 days ago • 428 • 1
fyb1214/Ternary-Bonsai-2-9B-ninfer

Text Generation • Updated 23 days ago • 1.23k

Sparse Readout Prism

Factorizing a model's final unembedding into a sparse feature basis for logit-lens analysis.

Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens

Paper • 2609.01936 • Published Sep 1 • 3
hematteo/sparse-readout-prism

Updated Sep 12

Spelling Correction

Dataset + from-scratch model + baselines + report for character-level spelling correction.

torinriley/spell-correction

Viewer • Updated Jan 5, 2025 • 49.6k • 23 • 2
torinriley/spell-correct-transformer

Text Generation • 1.01M • Updated 23 days ago • 221

Psrsonalization

Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization

Paper • 2610.22127 • Published 24 days ago • 4

Speculative decoding artifacts for Lissa1: the target checkpoint and experimental DFlash drafter.

lomelidev/Lissa1-4B

Text Generation • 4B • Updated 22 days ago • 63
lomelidev/Lissa1-4B-DFlash

Text Generation • 0.5B • Updated 22 days ago • 48

Exhaustive hidden-state probing

Models, datasets and results of the exhaustive hidden-state probing study of ESM Cambrian models.

Synthyra/ESMplusplus_small

Fill-Mask • 0.3B • Updated 30 days ago • 3.38k • 20
Synthyra/ESMplusplus_large

Fill-Mask • 0.6B • Updated 30 days ago • 917 • 19
Synthyra/ESMplusplus_6B

Fill-Mask • 6B • Updated 30 days ago • 645
GleghornLab/protein_concept_probing

Viewer • Updated 25 days ago • 172k • 305

Ternary Bonsai 2 in the NInfer container

PrismML's Ternary Bonsai 2 repacked into NInfer v3. Codes move byte for byte. No published engine loads these end to end yet.

fyb1214/Ternary-Bonsai-2-2B-ninfer

Text Generation • Updated 23 days ago • 534
fyb1214/Ternary-Bonsai-2-4B-ninfer

Text Generation • Updated 23 days ago • 428 • 1
fyb1214/Ternary-Bonsai-2-9B-ninfer

Text Generation • Updated 23 days ago • 1.23k

DavidAU/support

Any-to-Any • Updated 3 days ago • 25
unsloth/MiniMax-H3-GGUF

Image-Text-to-Video • 20B • Updated 23 days ago • 2.84M • 410

Sparse Readout Prism

Factorizing a model's final unembedding into a sparse feature basis for logit-lens analysis.

Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens

Paper • 2609.01936 • Published Sep 1 • 3
hematteo/sparse-readout-prism

Updated Sep 12

Learning to Read Out (NeurIPS 2026)

Paper, readout dictionaries, controlled pretraining runs, W_U snapshots and an interactive feature atlas.

Learning to Read Out: Unembedding Dynamics in Language Model Pretraining

Paper • 2610.21025 • Published 25 days ago • 5
Running

Readout Feature Atlas

📖

Browse readout features across Pythia pretraining
hematteo/parameter-trajectory-crosscoders

Other • Updated 22 days ago
hematteo/readout-recipe-control

Text Generation • Updated 22 days ago

Spelling Correction

Dataset + from-scratch model + baselines + report for character-level spelling correction.

torinriley/spell-correction

Viewer • Updated Jan 5, 2025 • 49.6k • 23 • 2
torinriley/spell-correct-transformer

Text Generation • 1.01M • Updated 23 days ago • 221

TencentARC/Pixal3D

TencentARC/Pixal3D

Image-to-3D • Updated Aug 31 • 399

Psrsonalization

Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization

Paper • 2610.22127 • Published 24 days ago • 4

FDE-Gym: The Last Mile of AI Delivery

Paper • 2610.22350 • Published 24 days ago • 55

Speculative decoding artifacts for Lissa1: the target checkpoint and experimental DFlash drafter.

lomelidev/Lissa1-4B

Text Generation • 4B • Updated 22 days ago • 63
lomelidev/Lissa1-4B-DFlash

Text Generation • 0.5B • Updated 22 days ago • 48

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