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ResearchFormerly WizWand

Grammar-Constrained Decoding on JSON

74.9Relative Inference TimeEPIC
70.767698.6613126.555154.4487May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EPICModel=LLaDA (8B), Steps=162026.0574.9
EPICModel=LLaDA (8B), Steps=322026.0577.51
EPICModel=LLaDA (8B), Steps=642026.0587.55
EPICModel=DreamCoder (7B), Steps=162026.0589.19
EPICModel=DreamCoder (7B), Steps=322026.0589.52
EPICModel=DiffuCoder (7B), Steps=2562026.0592.97
CFG-constrained decoderModel=DiffuCoder (7B), Steps=2562026.0595.17
EPICModel=LLaDA (8B), Steps=1282026.0595.21
EPICModel=DiffuCoder (7B), Steps=322026.0596.37
EPICModel=DiffuCoder (7B), Steps=1282026.0596.46
EPICModel=DreamCoder (7B), Steps=642026.0596.74
EPICModel=DiffuCoder (7B), Steps=642026.0597.45
EPICModel=DreamCoder (7B), Steps=1282026.0598.21
EPICModel=LLaDA (8B), Steps=2562026.0598.25
EPICModel=DreamCoder (7B), Steps=2562026.0598.84
CFG-constrained decoderModel=LLaDA (8B), Steps=2562026.05100.09
EPICModel=Dream (7B), Steps=2562026.05100.82
EPICModel=Dream (7B), Steps=1282026.05100.92
EPICModel=Dream (7B), Steps=322026.05101.22
CFG-constrained decoderModel=DreamCoder (7B), Steps=2562026.05101.26
EPICModel=Dream (7B), Steps=642026.05101.36
CFG-constrained decoderModel=DiffuCoder (7B), Steps=1282026.05102.38
CFG-constrained decoderModel=Dream (7B), Steps=2562026.05102.39
CFG-constrained decoderModel=LLaDA (8B), Steps=1282026.05102.42
CFG-constrained decoderModel=Dream (7B), Steps=1282026.05104.42
CFG-constrained decoderModel=LLaDA (8B), Steps=642026.05104.67
CFG-constrained decoderModel=DreamCoder (7B), Steps=1282026.05106.71
CFG-constrained decoderModel=Dream (7B), Steps=642026.05108.19
EPICModel=DiffuCoder (7B), Steps=162026.05108.72
EPICModel=Dream (7B), Steps=162026.05109.36
CFG-constrained decoderModel=DiffuCoder (7B), Steps=642026.05111.23
CFG-constrained decoderModel=LLaDA (8B), Steps=322026.05111.99
CFG-constrained decoderModel=DreamCoder (7B), Steps=642026.05118.02
CFG-constrained decoderModel=LLaDA (8B), Steps=162026.05123.15
CFG-constrained decoderModel=Dream (7B), Steps=322026.05123.79
CFG-constrained decoderModel=DiffuCoder (7B), Steps=322026.05125.93
CFG-constrained decoderModel=DreamCoder (7B), Steps=322026.05132.63
CFG-constrained decoderModel=DiffuCoder (7B), Steps=162026.05165.58
CFG-constrained decoderModel=Dream (7B), Steps=162026.05176.32
CFG-constrained decoderModel=DreamCoder (7B), Steps=162026.05178.21