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Benchmarks
Conditional Generation on Pile
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11.2
Perplexity
A3-8B
8.756
25.253
41.75
58.247
Jan 19, 2026
Perplexity
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity
A3-8B
Sampling Strategy=Entr...
2026.01
11.2
DiffuLlama
Sampling Strategy=Entr...
2026.01
14.3
A3-8B
Sampling Strategy=Entr...
2026.01
14.3
Dream
Sampling Strategy=Entr...
2026.01
16.4
A3-8B
Sampling Strategy=Conf...
2026.01
16.8
Dream
Sampling Strategy=Conf...
2026.01
17.2
DiffuLlama
Sampling Strategy=Conf...
2026.01
18.3
Dream
Sampling Strategy=Entr...
2026.01
18.7
A3-8B
Sampling Strategy=Conf...
2026.01
20.1
DiffuLlama
Sampling Strategy=Entr...
2026.01
20.9
Dream
Sampling Strategy=Conf...
2026.01
21.3
DiffuLlama
Sampling Strategy=Conf...
2026.01
24.1
Dream
Sampling Strategy=Rand...
2026.01
46.2
A3-8B
Sampling Strategy=Rand...
2026.01
49.3
Dream
Sampling Strategy=Rand...
2026.01
58.4
DiffuLlama
Sampling Strategy=Rand...
2026.01
58.4
A3-8B
Sampling Strategy=Rand...
2026.01
66.4
DiffuLlama
Sampling Strategy=Rand...
2026.01
72.3
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