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poe

wop

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AI & ML interests

https://huggingface.co/CreativityCompound

Recent Activity

reacted to eaddario's post with ❤️ 2 days ago

Experimental global target bits‑per‑weight quantization of ServiceNow-AI/Apriel-1.6-15b-Thinker and zai-org/GLM-4.6V-Flash Unlike standard llama.cpp quantizations that rely on fixed type heuristics (e.g., Q4_K_M), the Target BPW approach optimizes per-tensor precision where it matters the most, and produces high quality models that meet a precise global file size target. Key Advantages: - VRAM Maximization: Can generate high quality models sized exactly to fit hardware constraints (e.g., fitting the model into exactly 24GB VRAM). - Data-Driven Precision: Quantization mix is determined by actual weight error sensitivity rather than hardcoded rules, often yielding better PPL/KLD size trade-offs. Full benchmarks (PPL, KLD, ARC, MMLU, etc.) and methodology in the models' cards https://huggingface.co/eaddario/Apriel-1.6-15b-Thinker-GGUF https://huggingface.co/eaddario/GLM-4.6V-Flash-GGUF

updated a model 10 days ago

wop/arptron-beta-5

liked a Space 10 days ago

sitammeur/Gemma-3-WebGPU

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Organizations

New activity in huggingface/InferenceSupport 8 months ago

wop/arptron-beta-5

#1216 opened 8 months ago by

New activity in huggingchat/chat-ui about 1 year ago

[CUSTOM_MODELS] Allow to use custom models?

#579 opened over 1 year ago by

New activity in wop/mistral-super-fast almost 2 years ago

Update app.py

#1 opened almost 2 years ago by