Update README.md

README.md

@@ -19,7 +19,7 @@ Falcon-7b-openassistant-peft is a chatbot-like model for dialogue generation. It
 
 ## Model Details
 
-The model was fine-tuned in 8-bit precision using 🤗 `peft` adapters, `transformers`, and `bitsandbytes`. Training relied on a method called "Low Rank Adapters" ([LoRA](https://arxiv.org/pdf/2106.09685.pdf)), specifically the [QLoRA](https://arxiv.org/abs/2305.14314) variant. The run took approximately 6.25 hours and was executed on a workstation with a single A100-SXM NVIDIA GPU with 37 GB of available memory. See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-chat-oasst1/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code and hyperparams used to train the model. 
+The model was fine-tuned in 8-bit precision using 🤗 `peft` adapters, `transformers`, and `bitsandbytes`. Training relied on a method called "Low Rank Adapters" ([LoRA](https://arxiv.org/pdf/2106.09685.pdf)), specifically the [QLoRA](https://arxiv.org/abs/2305.14314) variant. The run took approximately 6.25 hours and was executed on a workstation with a single A100-SXM NVIDIA GPU with 37 GB of available memory. See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-openassistant-peft/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code and hyperparams used to train the model. 
 
 ### Model Date
 
@@ -117,7 +117,7 @@ from peft import PeftModel, PeftConfig
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
 # load the model
-peft_model_id = "dfurman/falcon-7b-chat-oasst1"
+peft_model_id = "dfurman/falcon-7b-openassistant-peft"
 config = PeftConfig.from_pretrained(peft_model_id)
 
 model = AutoModelForCausalLM.from_pretrained(
@@ -170,7 +170,7 @@ print(generated_text.split("<human>: ")[1].split("<bot>: ")[-1])
 
 ## Reproducibility
 
-See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-chat-oasst1/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code (and hyperparams) used to train the model. 
+See attached [Colab Notebook](https://huggingface.co/dfurman/falcon-7b-openassistant-peft/blob/main/finetune_falcon7b_oasst1_with_bnb_peft.ipynb) for the code (and hyperparams) used to train the model. 
 
 ### CUDA Info