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 about 18 hours ago
trackio-tests/test_651 published a Space about 18 hours ago
trackio-tests/test_651 updated a dataset about 20 hours ago
ICML-2026-agent-repro/verdictsOrganizations
buckets 157
abidlabs/repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-artifacts
56.4 kB
abidlabs/backprop-alternatives-repro
128 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
558
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 847
pinned
Running on Zero
Agents
325
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
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Runtime error
MCP
7
FLUX.1 Kontext
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Kontext image editing on FLUX[dev]
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Running
Agents
50
F5-TTS
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F5-TTS & E2-TTS: Zero-Shot Voice Cloning (Unofficial Demo)
pinned
Runtime error
Agents
List of Demos
😻
pinned
Runtime error
Agents
List of Demos
😻
models 25
abidlabs/gemma-3-270m-sql
Text Generation • 0.3B • Updated • 147
abidlabs/gemma-3-270m-text2sql
Text Generation • 0.3B • Updated • 559
abidlabs/qwen3-0.6b-ultrachat-lora-smoke-v3
0.6B • Updated • 4
abidlabs/ml-intern-api-imdb-distilbert-20260613-020123
Text Classification • 67M • Updated • 10
abidlabs/urdu-piper-tts-mobile-job
Updated
abidlabs/cifar10-vit-poc
Image Classification • 85.8M • Updated • 7
abidlabs/trackio-transformers-demo-577770
Text Classification • 67M • Updated • 8
abidlabs/trackio-transformers-demo-188361
Text Classification • 67M • Updated • 8
abidlabs/trackio-transformers-demo-666676
Updated
abidlabs/trackio-transformers-demo-592902
Text Classification • 67M • Updated • 6
datasets 74
abidlabs/repro-how-much-can-language-models-memorize-traces
Traces • Updated • 1 • 42
abidlabs/repro-memory-savings-at-what-cost-a-study-of-alternatives-to-backpropagation-traces
Traces • Updated • 1 • 48
abidlabs/repro-memorize-results
Updated • 170
abidlabs/testing-logbook-v2-traces
Traces • Updated • 2 • 44
abidlabs/repro-olaf-world-spectral-assets
Viewer • Updated • 1 • 36
abidlabs/olaf-world-cot-repro
Updated • 57
abidlabs/olaf-world-backprop-repro
Updated • 32
abidlabs/gemma-sql-preds-finetuned
Viewer • Updated • 1k • 61
abidlabs/gemma-sql-preds-baseline-base
Viewer • Updated • 1k • 73
abidlabs/gemma-sql-preds-baseline-it
Viewer • Updated • 1k • 59