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10863ea12b
* add inter-domain generalisation eval config for algebra * add algorithmic eval cfg * vllm infer * add arithmetic eval cfg * add geometry eval cfg * add arc cfg * add games eval cfg * add cognition eval cfg * add graphs eval cfg
41 lines
1.1 KiB
YAML
41 lines
1.1 KiB
YAML
# Config used for evaluating inter-domain generalisation experiment models on algebra test data
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# Models evaluated on this config:
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# Qwen/Qwen2.5-3B-Instruct (original model)
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# inter_algorithmic_qwen_3b_500 (original + 500 GRPO steps on algorithmic RG data)
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# ../models/inter_algorithmic_qwen_3b_500
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model_path: Qwen/Qwen2.5-3B-Instruct # Change to the model to be evaluated
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max_tokens: 2048 # From max_response_length in training config
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top_p: 0.9 # From rollout top_p
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temperature: 0.6 # Lower temperature for more focused responses
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developer_prompt: DeepSeekZero
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developer_role: system
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output_dir: results
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save_metadata: true
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save_full_results: true
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eval_repeats: 3
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categories:
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- category: algebra
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datasets:
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- dataset: complex_arithmetic
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size: 100
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seed: 42
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- dataset: intermediate_integration
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size: 100
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seed: 42
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- dataset: polynomial_equations
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size: 100
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seed: 42
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- dataset: polynomial_multiplication
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size: 100
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seed: 42
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- dataset: simple_equations
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size: 100
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seed: 42
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- dataset: simple_integration
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size: 100
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seed: 42
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