Update README.md

README.md

@@ -4,10 +4,10 @@ license: apache-2.0
 library_name: transformers
 ---
 
-# SQFT Fine-tuned Model: sqft-sparsepeft-mistral-7b-v0.3-40-gsm8k-heu
+# SQFT Fine-tuned Model: sqft-sparsepeft-mistral-7b-v0.3-60-gsm8k-heu
 
-- Base Model: [IntelLabs/sqft-mistral-7b-v0.3-40-base](https://huggingface.co/IntelLabs/sqft-mistral-7b-v0.3-40-base)
-- Sparsity: 40%
+- Base Model: [IntelLabs/sqft-mistral-7b-v0.3-60-base](https://huggingface.co/IntelLabs/sqft-mistral-7b-v0.3-60-base)
+- Sparsity: 60%
 - Quantization: No
 - Finetune Method: SQFT + SparsePEFT
 - Finetune data: [GSM8K](https://huggingface.co/datasets/openai/gsm8k)
@@ -16,7 +16,7 @@ library_name: transformers
 ### Evaluation
 
 ```bash
-MODEL_NAME=IntelLabs/sqft-sparsepeft-mistral-7b-v0.3-40-gsm8k-heu
+MODEL_NAME=IntelLabs/sqft-sparsepeft-mistral-7b-v0.3-60-gsm8k-heu
 lm_eval --model hf --model_args pretrained=${MODEL_NAME},add_bos_token=True,trust_remote_code=True --tasks gsm8k --batch_size auto:4
 ```