List your company
ResearchFormerly WizWand

Code Generation on CodeAlpacaPy

3.23SpeedupDEER
1.13961.68232.2252.7677Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DEERBackbone=Qwen3-30B-A3B, temperature=0.6, KV cache=true2025.123.233.82
DEERBase Model=Qwen3-30B-A3B, Temperature=0, KV Cache=true2025.123.084.04
DEERBackbone=Qwen3-14B, temperature=0.6, KV cache=true2025.122.83.69
DEERBase Model=Qwen3-4B, Temperature=0, KV Cache=true2025.122.584.21
DEERBackbone=Qwen3-4B, temperature=0.6, KV cache=true2025.122.514.1
DEERBase Model=Qwen2-7B, Temperature=0, KV Cache=true2025.122.53.69
DEERBase Model=Qwen3-14B, Temperature=0, KV Cache=true2025.122.433.98
EAGLE3Base Model=Qwen2-7B, Temperature=0, KV Cache=true2025.122.43.27
DEERBackbone=Qwen3-8B, temperature=0.6, KV cache=true2025.122.43.81
DEERBase Model=Qwen3-8B, Temperature=0, KV Cache=true2025.122.354.06
DEERBackbone=Qwen2-7B, temperature=0.6, KV cache=true2025.122.273.5
EAGLE3Base Model=Qwen3-8B, Temperature=0, KV Cache=true2025.122.213.25
EAGLE3Base Model=Qwen3-4B, Temperature=0, KV Cache=true2025.122.23.11
EAGLE3Backbone=Qwen2-7B, temperature=0.6, KV cache=true2025.122.183.23
HydraBase Model=Qwen3-4B, Temperature=0, KV Cache=true2025.122.172.5
EAGLE3Base Model=Qwen3-14B, Temperature=0, KV Cache=true2025.122.133.45
EAGLE3Base Model=Qwen3-30B-A3B, Temperature=0, KV Cache=true2025.122.062.89
HydraBase Model=Qwen3-8B, Temperature=0, KV Cache=true2025.122.022.53
EAGLE3Backbone=Qwen3-14B, temperature=0.6, KV cache=true2025.122.012.44
EAGLE3Backbone=Qwen3-30B-A3B, temperature=0.6, KV cache=true2025.121.912.31
EAGLE3Backbone=Qwen3-4B, temperature=0.6, KV cache=true2025.121.862.43
EAGLE3Backbone=Qwen3-8B, temperature=0.6, KV cache=true2025.121.552.58
MEDUSABase Model=Qwen3-8B, Temperature=0, KV Cache=true2025.121.331.98
MEDUSABase Model=Qwen3-4B, Temperature=0, KV Cache=true2025.121.221.85