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README.md

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 # Model Description
 ProofGPT-v0.1 is a 1.3B parameter language model based on the GPT-NeoX architecture and trained on the [proof-pile](https://huggingface.co/datasets/hoskinson-center/proof-pile) (v1.1). 
-The model is initialized with [pythia-1.3b](https://huggingface.co/EleutherAI/pythia-1.3b) weights. ProofGPT-v0.1's Weights & Biases training log is viewable [here](https://wandb.ai/zhangir-azerbayev/math-lm/groups/1.3B%20preliminary_227qly9c/workspace?workspace=user-zhangir-azerbayev).
+We initiailized training with pythia-1.3b weights, a precursor to the [pythia-1.4b](https://huggingface.co/EleutherAI/pythia-1.3b) model that has roughly equivalent performance. 
 
 Detailed evaluations coming soon :)