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ICML 2026 Paper 579 — Enterprise ETL SQL Reproduction

Reproduction logbook, source-audit bundle, and paper for Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

Running

Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

🎯

Explore SQL logs and debug with an AI collaborator
oerdogan/beyond-text-to-sql-etl-reproduction-artifacts

202 kB

karpathy/tinystories-gpt4-clean

Viewer • Updated Feb 8 • 2.73M • 1.25k • 85
MLGOATKOJI/TinyStoryGPT2

Updated 23 days ago

black-forest-labs/FLUX.2-klein-9B

Image-to-Image • 9B • Updated Feb 24 • 309k • • 1.19k
black-forest-labs/FLUX.1-dev

Text-to-Image • 12B • Updated Jun 27, 2025 • 487k • • 14.1k
black-forest-labs/FLUX.1-Kontext-dev

Image-to-Image • 12B • Updated Jan 1 • 220k • • 2.76k
ponpoke/flux2-klein-9b-uncensored-text-encoder

Text-to-Image • 8B • Updated May 2 • 25.8k • 372

about 11 hours ago

prism-ml/Ternary-Bonsai-27B-gguf

Text Generation • 27B • Updated 23 days ago • 809k • • 1.18k
prism-ml/Bonsai-27B-gguf

Text Generation • 27B • Updated 23 days ago • 2.69M • 756
badtheorylabs/BTL-3-Compact

Text Generation • 8B • Updated 17 days ago • 2.52k • 40
unsloth/Ornith-1.0-9B-GGUF

Text Generation • 9B • Updated 23 days ago • 82.8k • 53

The Flexibility Trap — ICML 2026 reproduction

Scaled reproduction of arXiv:2601.15165 with H200 Jobs, raw outputs, released checkpoints, Trackio logbook, and poster.

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published Jan 21 • 75
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21, 2025 • 408k • 359
nzl-thu/LLaDA-Instruct-JustGRPO-GSM8K

Text Generation • 8B • Updated Jan 23 • 169 • 8
jgallego9/flexibility-trap-repro-results

Preview • Updated 25 days ago • 83

Running

26

Soofi S — Sovereign German-English Foundation Model

🚀

26

Soofi S 30B-A3B pretraining report project page

ICML 2026 Linear Contracts Reproduction

Source audit, finite synthetic checks, Trackio logbook, and reproducibility bundles for OpenReview ry5HitnXzc.

Running

1

Repro - The Optimal Sample Complexity of Linear Contracts

🎯

1

Explore and sync research notes with an AI coding agent
shivank21/repro-the-optimal-sample-complexity-of-linear-contracts-artifacts

2.74 MB
shivank21/linear-contracts-toy-bucket

2.74 MB

MiniMaxAI/OctoCodingBench

Viewer • Updated Jan 13 • 72 • 375 • 309

ICML 2026 Paper 579 — Enterprise ETL SQL Reproduction

Reproduction logbook, source-audit bundle, and paper for Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

Running

Repro - Beyond Text-to-SQL: Can LLMs Really Debug Enterprise ETL SQL?

🎯

Explore SQL logs and debug with an AI collaborator
oerdogan/beyond-text-to-sql-etl-reproduction-artifacts

202 kB

The Flexibility Trap — ICML 2026 reproduction

Scaled reproduction of arXiv:2601.15165 with H200 Jobs, raw outputs, released checkpoints, Trackio logbook, and poster.

The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models

Paper • 2601.15165 • Published Jan 21 • 75
GSAI-ML/LLaDA-8B-Instruct

Text Generation • 8B • Updated Oct 21, 2025 • 408k • 359
nzl-thu/LLaDA-Instruct-JustGRPO-GSM8K

Text Generation • 8B • Updated Jan 23 • 169 • 8
jgallego9/flexibility-trap-repro-results

Preview • Updated 25 days ago • 83

karpathy/tinystories-gpt4-clean

Viewer • Updated Feb 8 • 2.73M • 1.25k • 85
MLGOATKOJI/TinyStoryGPT2

Updated 23 days ago

black-forest-labs/FLUX.2-klein-9B

Image-to-Image • 9B • Updated Feb 24 • 309k • • 1.19k
black-forest-labs/FLUX.1-dev

Text-to-Image • 12B • Updated Jun 27, 2025 • 487k • • 14.1k
black-forest-labs/FLUX.1-Kontext-dev

Image-to-Image • 12B • Updated Jan 1 • 220k • • 2.76k
ponpoke/flux2-klein-9b-uncensored-text-encoder

Text-to-Image • 8B • Updated May 2 • 25.8k • 372

Running

26

Soofi S — Sovereign German-English Foundation Model

🚀

26

Soofi S 30B-A3B pretraining report project page

about 11 hours ago

prism-ml/Ternary-Bonsai-27B-gguf

Text Generation • 27B • Updated 23 days ago • 809k • • 1.18k
prism-ml/Bonsai-27B-gguf

Text Generation • 27B • Updated 23 days ago • 2.69M • 756
badtheorylabs/BTL-3-Compact

Text Generation • 8B • Updated 17 days ago • 2.52k • 40
unsloth/Ornith-1.0-9B-GGUF

Text Generation • 9B • Updated 23 days ago • 82.8k • 53

ICML 2026 Linear Contracts Reproduction

Source audit, finite synthetic checks, Trackio logbook, and reproducibility bundles for OpenReview ry5HitnXzc.

Running

1

Repro - The Optimal Sample Complexity of Linear Contracts

🎯

1

Explore and sync research notes with an AI coding agent
shivank21/repro-the-optimal-sample-complexity-of-linear-contracts-artifacts

2.74 MB
shivank21/linear-contracts-toy-bucket

2.74 MB

MiniMaxAI/OctoCodingBench

Viewer • Updated Jan 13 • 72 • 375 • 309

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