Denis Kuznedelev

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updated a collection 21 days ago

AQLM+PV

Collection

Official AQLM quantizations for "PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression": https://arxiv.org/abs/2405.14852 • 25 items • Updated 21 days ago • 19

updated 4 models 21 days ago

ISTA-DASLab/Llama-3.2-3B-Instruct-AQLM-PV-2Bit-2x8

Text Generation • Updated 21 days ago • 24

ISTA-DASLab/Llama-3.2-1B-Instruct-AQLM-PV-2Bit-2x8

Text Generation • Updated 21 days ago • 23

ISTA-DASLab/Llama-3.2-1B-AQLM-PV-2Bit-2x8

Text Generation • Updated 21 days ago • 34

ISTA-DASLab/Llama-3.2-3B-AQLM-PV-2Bit-2x8

Text Generation • Updated 21 days ago • 15

updated 5 models about 1 month ago

daslab-testing/Qwen2.5-7B-Instruct-gptq4-128-True-seed1_mse1_staticTrue_clipTrue_fineweb

Updated Oct 26 • 18

daslab-testing/Qwen2.5-7B-Instruct-gptq4-128-True-seed1_mse1_staticTrue_clipFalse_fineweb

Updated Oct 26 • 5

daslab-testing/Qwen2.5-7B-Instruct-gptq4-128-True-seed1_mse1_staticFalse_clipTrue_fineweb

Updated Oct 26 • 11

daslab-testing/Qwen2.5-7B-Instruct-gptq4-128-True-seed1_mse1_staticFalse_clipFalse_fineweb

Updated Oct 26 • 4

daslab-testing/Qwen2.5-72B-Instruct-gptq4-128-True-seed1_mse1_staticTrue_clipFalse_fineweb

Updated Oct 21 • 3

upvoted a paper about 1 month ago

EvoPress: Towards Optimal Dynamic Model Compression via Evolutionary Search

Paper • 2410.14649 • Published Oct 18 • 7

authored a paper about 1 month ago

EvoPress: Towards Optimal Dynamic Model Compression via Evolutionary Search

Paper • 2410.14649 • Published Oct 18 • 7

upvoted a paper 3 months ago

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization

Paper • 2409.00492 • Published Aug 31 • 11

authored a paper 3 months ago

Accurate Compression of Text-to-Image Diffusion Models via Vector Quantization

Paper • 2409.00492 • Published Aug 31 • 11

updated a collection 3 months ago

AQLM+PV

Collection

Official AQLM quantizations for "PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression": https://arxiv.org/abs/2405.14852 • 25 items • Updated 21 days ago • 19

updated a model 3 months ago

ISTA-DASLab/Mistral-Nemo-Instruct-2407-AQLM-PV-2Bit-1x16-hf

Updated Aug 16 • 42 • 2

updated a model 4 months ago

ISTA-DASLab/Meta-Llama-3.1-8B-Instruct-AQLM-PV-1Bit-1x16-hf

Text Generation • Updated Aug 9 • 27