Update README.md

README.md

@@ -15,8 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # zephyr-7b-spin-iter0-v0
 
-This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the 
+This model is a fine-tuned model with SPIN starting with [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the 
 [argilla/10k_prompts_SPIN_iter0_zephyr_top](https://huggingface.co/datasets/argilla/10k_prompts_SPIN_iter0_zephyr_top) dataset.
+
+
 It achieves the following results on the evaluation set:
 
 - Loss: 0.2359
@@ -40,6 +42,7 @@ It achieves the following results on the evaluation set:
 | zephyr-7b-spin-iter3-v0 | 7.09375        | **6.4500**     | **6.771875**  |
 
 
+
 ## Intended uses & limitations
 
 More information needed
@@ -49,6 +52,7 @@ More information needed
 More information needed
 
 ## Training procedure
+SPIN
 
 ### Training hyperparameters