Update README.md

README.md

@@ -17,7 +17,7 @@ pipeline_tag: text-generation
 
 **43.8M parameter Italian-first bilingual language model, trained from scratch by ThingAI.**
 
-Quark-50M is an ultra-compact causal language model that speaks fluent Italian. Designed as a proof-of-concept for small, efficient, Italian-centric AI.
+Quark-50M-v2 is an ultra-compact causal language model that speaks fluent Italian. Designed as a proof-of-concept for small, efficient, Italian-centric AI.
 
 ## Highlights
 
@@ -65,10 +65,10 @@ import torch
 from huggingface_hub import hf_hub_download
 from transformers import PreTrainedTokenizerFast
 
-# Load
-ckpt_path = hf_hub_download("ThingAI/Quark-50M", "model.pt")
-model_py = hf_hub_download("ThingAI/Quark-50M", "model.py")
-tok_file = hf_hub_download("ThingAI/Quark-50M", "tokenizer.json")
+# Load 
+ckpt_path = hf_hub_download("ThingAI/Quark-50M-v2", "model.pt")
+model_py = hf_hub_download("ThingAI/Quark-50M-v2", "model.py")
+tok_file = hf_hub_download("ThingAI/Quark-50M-v2", "tokenizer.json")
 
 # Tokenizer
 tokenizer = PreTrainedTokenizerFast(tokenizer_file=tok_file)