Andrei Panferov

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upvoted a paper 6 days ago

Benchmarking Optimizers for Large Language Model Pretraining

Paper • 2509.01440 • Published 8 days ago • 23

updated 8 models 12 days ago

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-RTN-MXFP4-hadamard

5B • Updated 12 days ago • 30

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-RTN-MXFP4-identity

5B • Updated 12 days ago • 28

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-GPTQ-MXFP4-identity

5B • Updated 12 days ago • 40

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-GPTQ-NVFP4-identity

5B • Updated 12 days ago • 34

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-RTN-NVFP4-identity

5B • Updated 12 days ago • 28

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-GPTQ-MXFP4-hadamard

5B • Updated 12 days ago • 31

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-GPTQ-NVFP4-hadamard

5B • Updated 12 days ago • 26

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-RTN-NVFP4-hadamard

5B • Updated 12 days ago • 30

updated a model 14 days ago

daslab-testing/Qwen3-8B-Instruct-FPQuant-QAT-NVFP4-NOHAD

8B • Updated 14 days ago • 44

published a model 14 days ago

daslab-testing/Qwen3-8B-Instruct-FPQuant-QAT-NVFP4-NOHAD

8B • Updated 14 days ago • 44

updated a model 15 days ago

daslab-testing/Qwen3-8B-Instruct-FPQuant-QAT-MXFP4-NOHAD

8B • Updated 15 days ago • 35

updated a model 21 days ago

daslab-testing/DeepSeek-R1-0528-1.67bits-noise-experts

685B • Updated 21 days ago • 6

published a model 21 days ago

daslab-testing/DeepSeek-R1-0528-1.67bits-noise-experts

685B • Updated 21 days ago • 6

upvoted a paper 22 days ago

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs

Paper • 2508.11383 • Published 26 days ago • 39

published a model 22 days ago

daslab-testing/Qwen3-8B-Instruct-FPQuant-QAT-MXFP4-NOHAD

8B • Updated 15 days ago • 35

updated 3 models 26 days ago

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-QAT-MXFP4-NOHAD

8B • Updated 26 days ago • 32

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-QAT-MXFP4-NOHAD

8B • Updated 26 days ago • 32

daslab-testing/Llama-3.1-8B-Instruct-FPQuant-QAT-MXFP4-NOHAD

8B • Updated 26 days ago • 32