Update readme.md

readme.md

@@ -1,10 +1,10 @@
-This model was trained on the TinyStories dataset - https://arxiv.org/abs/2305.07759
+Model trained on the TinyStories Dataset, see https://arxiv.org/abs/2305.07759
 
-In order to use the model, put the files config.json and pytorch_model.pt in any folder, and then run the following code:
+------ EXAMPLE USAGE ---
 
 from transformers import AutoModelForCausalLM, AutoTokenizer, GenerationConfig
 
-model = AutoModelForCausalLM.from_pretrained('path to folder here') # REPLACE BY PATH
+model = AutoModelForCausalLM.from_pretrained('roneneldan/TinyStories-1Layer-21M')
 
 tokenizer = AutoTokenizer.from_pretrained("EleutherAI/gpt-neo-125M")
 
@@ -13,7 +13,7 @@ prompt = "Once upon a time there was"
 input_ids = tokenizer.encode(prompt, return_tensors="pt")
 
 # Generate completion
-output = model.generate(input_ids, max_length = 1000, num_beams=1, generation_config = generation_config)
+output = model.generate(input_ids, max_length = 1000, num_beams=1)
 
 # Decode the completion
 output_text = tokenizer.decode(output[0], skip_special_tokens=True)