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ERNIE 4.5 21B A3B Thinking

Baidu · 2025-09-09 · 21.8B parameters

ERNIE 4.5 21B A3B Thinking is Baidu's open-weight reasoning checkpoint of the ERNIE 4.5 21B A3B text MoE, released in September 2025 after a further round of post-training aimed at thinking quality and depth. It keeps the base architecture (28 layers, 20 query and 4 KV heads, six of 64 routed experts plus two shared experts, about 3B activated parameters per token) and adds a longer thinking budget, tool use and 128K long-context understanding. Weights are published in Transformers format under Apache 2.0, and the model always reasons before answering.

Benchmark scores

BenchmarkScore
Eval Connections0.0
Eval Connections — Guess Accuracy18.2
SnakeBench Average Apples1.9
SnakeBench Best Apples5.0
SnakeBench Rating18.4
SnakeBench Total Apples30.0
SnakeBench Win Rate26.7
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