wzh

hg2wzh

3 24 62

AI & ML interests

None yet

Recent Activity

liked a Space 14 days ago

HuggingFaceM4/encoder-free-vlm

liked a model about 1 month ago

srpone/gr-lite

reacted to erikkaum's post with ❤️ about 2 months ago

Releasing my first kernel 🔥 MaxSim Late-interaction retrieval (ColBERT / PyLate) bottlenecks on materializing the full similarity matrix. This kernel avoids it by using tiled scoring with simdgroup_matrix (Metal) and WMMA. The result is 3–5× speedup compared to naive PyTorch baseline 🔥 Benchmarks: - SmallRerank (B=32, C=10): up to 3.2× (M3 Pro) / 2.8× (A100) - HeavyRerank (B=32, C=100): up to 3.8× (M3 Pro) / 5.3× (A100) - LongDocStress (Ld=1024): up to 6.2× (L4) Try it out 👇 https://huggingface.co/kernels/erikkaum/maxsim

View all activity

Organizations

None yet

liked a Space 14 days ago

Encoder-Free VLM

👁

Train Your Own Encoder-Free VLM in $100

liked a model about 1 month ago

srpone/gr-lite

Image Feature Extraction • 0.3B • Updated May 26 • 2.77k • 5

liked a dataset about 2 months ago

nvidia/Nemotron-Image-Training-v3

Viewer • Updated Apr 28 • 6.92M • 3.96k • 75

liked 5 models about 2 months ago

liked a dataset 2 months ago

qihoo360/FineHARD

Preview • Updated Oct 9, 2025 • 135 • 11

liked a Space 3 months ago

QED-Nano: Teaching a Tiny Model to Prove Hard Theorems

📝

Who needs 1T parameters? Olympiad proofs with a 4B model

liked 3 models 3 months ago

z-lab/Qwen3.5-27B-DFlash

Text Generation • 2B • Updated 15 days ago • 16.7k • 110

Qwen/Qwen-Image-Edit-2511

Image-to-Image • Updated Dec 23, 2025 • 162k • • 1.1k

zai-org/GLM-5.1

Text Generation • 754B • Updated May 13 • 96.9k • • 1.83k

liked a dataset 3 months ago

TIGER-Lab/MMEB-V2

Updated Nov 11, 2025 • 3.53k • 16

liked 6 models 3 months ago

ATH-MaaS/Marco-Mini-Instruct

Text Generation • 17B • Updated Apr 10 • 907 • 47

tiiuae/siglino-moe-0.15-0.6B

Image Feature Extraction • 0.5B • Updated Apr 9 • 38 • 7

tiiuae/Falcon-OCR

Image-to-Text • 0.3B • Updated 1 day ago • 5.11k • 119

LiquidAI/LFM2.5-350M

Text Generation • 0.4B • Updated 2 days ago • 81k • 360

google/t5gemma-2-270m-270m

Image-Text-to-Text • 0.8B • Updated Dec 16, 2025 • 49.8k • 196

google/gemma-4-31B-it

Image-Text-to-Text • 33B • Updated Jun 3 • 11.2M • • 3.12k

wzh

AI & ML interests

Recent Activity

Organizations

hg2wzh's activity

Encoder-Free VLM

QED-Nano: Teaching a Tiny Model to Prove Hard Theorems