abidlabs/repro-how-much-can-language-models-memorize-artifacts
25 kB
Abubakar Abid PRO
abidlabs
AI & ML interests
self-supervised learning, applications to medicine & biology, interpretation, reproducibility
Recent Activity
updated a Space 1 day ago
abidlabs/gradio-13758-after updated a Space 1 day ago
abidlabs/gradio-13758-before published a Space 1 day ago
abidlabs/gradio-13758-afterOrganizations
buckets 157
abidlabs/repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-artifacts
83.5 kB
abidlabs/backprop-alternatives-repro
169 kB
abidlabs/repro-memory-savings-at-what-cost-job
210 MB
abidlabs/repro-can-local-learning-match-self-supervised-backpropagation-artifacts
2.14 MB
abidlabs/repro-local-ssl-artifacts
4.97 kB
Posts 21
Post
850
Uhh did Opus 4.8 cheat on PostTrainBench??
it found an API key in the PostTrainBench environment that allowed it to generate synthetic training data without using GPU hours, boosting the base model by 0.4913
Source: https://posttrainbench.com/traces/run.html?id=claude_non_api_max_claude-opus-4-8_10h_run1__healthbench_Qwen_Qwen3-4B-Base_17315102#tab=trace
it found an API key in the PostTrainBench environment that allowed it to generate synthetic training data without using GPU hours, boosting the base model by 0.4913
Source: https://posttrainbench.com/traces/run.html?id=claude_non_api_max_claude-opus-4-8_10h_run1__healthbench_Qwen_Qwen3-4B-Base_17315102#tab=trace
spaces 866
pinned
Running on Zero
Agents
2
MiniMax H3
🎬
Video generation with a synchronized soundtrack
pinned
Running on Zero
Agents
328
Demucs Music Source Separation (v4)
⚡
Separate music into vocals and instrumental
pinned
Running on Zero
Agents
MiniCPM-V 4.6 Demo
🪐
MiniCPM-V 4.6 Ultra-Efficient Multimodal AI
pinned
Runtime error
MCP
7
FLUX.1 Kontext
⚡
Kontext image editing on FLUX[dev]
pinned
Running
Agents
50
F5-TTS
🗣
F5-TTS & E2-TTS: Zero-Shot Voice Cloning (Unofficial Demo)
pinned
Runtime error
Agents
List of Demos
😻
models 25
abidlabs/gemma-3-270m-sql
Text Generation • 0.3B • Updated • 11
abidlabs/gemma-3-270m-text2sql
Text Generation • 0.3B • Updated • 94
abidlabs/qwen3-0.6b-ultrachat-lora-smoke-v3
0.6B • Updated • 6
abidlabs/ml-intern-api-imdb-distilbert-20260613-020123
Text Classification • 67M • Updated • 12
abidlabs/urdu-piper-tts-mobile-job
Updated
abidlabs/cifar10-vit-poc
Image Classification • 85.8M • Updated • 17
abidlabs/trackio-transformers-demo-577770
Text Classification • 67M • Updated • 12
abidlabs/trackio-transformers-demo-188361
Text Classification • 67M • Updated • 13
abidlabs/trackio-transformers-demo-666676
Updated
abidlabs/trackio-transformers-demo-592902
Text Classification • 67M • Updated • 8
datasets 74
abidlabs/repro-how-much-can-language-models-memorize-traces
Traces • Updated • 1 • 101
abidlabs/repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-traces
Traces • Updated • 1 • 119
abidlabs/repro-memorize-results
Updated • 238
abidlabs/testing-logbook-v2-traces
Traces • Updated • 2 • 88
abidlabs/repro-olaf-world-spectral-assets
Viewer • Updated • 1 • 58
abidlabs/olaf-world-cot-repro
Updated • 91
abidlabs/olaf-world-backprop-repro
Updated • 30
abidlabs/gemma-sql-preds-finetuned
Viewer • Updated • 1k • 41
abidlabs/gemma-sql-preds-baseline-base
Viewer • Updated • 1k • 23
abidlabs/gemma-sql-preds-baseline-it
Viewer • Updated • 1k • 33