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Muhammad Awais's picture
Building on HF

Muhammad Awais

drawais
AMAImedia's profile picture
·
https://huggingface.co/datasets/drawais/needle-1M-bench-mvp
  • drawais_ai
  • awais-saleem-48a911188

AI & ML interests

Needle-1M-bench: a long-context faithfulness benchmark on real arxiv papers. Centralized scoring.

Recent Activity

updated a model 1 day ago
drawais/Granite-4.1-30B-NVFP4
published a model 1 day ago
drawais/Granite-4.1-30B-NVFP4
updated a model 1 day ago
drawais/DeepSeek-R1-Distill-Qwen-32B-NVFP4
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drawais 's collections 1

needle-1M-bench + Qwen3 quantizations
Long-context faithfulness benchmark + audit-friendly Qwen3 quantized releases. Outputs ship; inputs are auditable.
  • drawais/needle-1M-bench-mvp

    Updated 7 days ago • 63
  • drawais/Qwen3-14B-AWQ-INT4

    Text Generation • 15B • Updated 10 days ago • 45
  • drawais/Qwen3-14B-HQQ-INT4

    Text Generation • Updated 10 days ago • 43
  • drawais/qwen3-14b-calibration-v1

    Viewer • Updated 10 days ago • 256 • 34
needle-1M-bench + Qwen3 quantizations
Long-context faithfulness benchmark + audit-friendly Qwen3 quantized releases. Outputs ship; inputs are auditable.
  • drawais/needle-1M-bench-mvp

    Updated 7 days ago • 63
  • drawais/Qwen3-14B-AWQ-INT4

    Text Generation • 15B • Updated 10 days ago • 45
  • drawais/Qwen3-14B-HQQ-INT4

    Text Generation • Updated 10 days ago • 43
  • drawais/qwen3-14b-calibration-v1

    Viewer • Updated 10 days ago • 256 • 34
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