Update README.md

README.md

@@ -13,32 +13,32 @@ pipeline_tag: text-generation
 
 ## Model Description
 
-`FreeWilly` is a Llama65B model fine-tuned on an Orca style Dataset
+`Stable Beluga 1` is a Llama65B model fine-tuned on an Orca style Dataset
 
 ## Usage
 
 ### Apply Delta Weights
 
-FreeWilly1 cannot be used from the `stabilityai/FreeWilly1-Delta-SafeTensor` weights alone. To obtain the correct model, one must add back the difference between LLaMA 65B and `stabilityai/FreeWilly1-Delta-SafeTensor` weights. We provide the [`apply_delta.py`](https://huggingface.co/stabilityai/FreeWilly1-Delta-SafeTensor/raw/main/apply_delta.py) script to automate the conversion, which you can run as:
+Stable Beluga 1 cannot be used from the `stabilityai/StableBeluga1-Delta` weights alone. To obtain the correct model, one must add back the difference between LLaMA 65B and `stabilityai/FreeWilly1-Delta-SafeTensor` weights. We provide the [`apply_delta.py`](https://huggingface.co/stabilityai/FreeWilly1-Delta-SafeTensor/raw/main/apply_delta.py) script to automate the conversion, which you can run as:
 
 
 ```sh
-python3 apply_delta.py --base-model-path /path/to/model_weights/llama-65b --target-model-path FreeWilly1 --delta-path stabilityai/FreeWilly1-Delta-SafeTensor
+python3 apply_delta.py --base-model-path /path/to/model_weights/llama-65b --target-model-path StableBeluga1 --delta-path stabilityai/StableBeluga1-Delta
 ```
 
 
 
-Start chatting with `FreeWilly` using the following code snippet:
+Start chatting with `Stable Beluga 1` using the following code snippet:
 
 ```python
 import torch
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-tokenizer = AutoTokenizer.from_pretrained("your_path_to_freewilly", use_fast=False)
-model = AutoModelForCausalLM.from_pretrained("your_path_to_freewilly", torch_dtype=torch.float16, low_cpu_mem_usage=True, device_map="auto")
+tokenizer = AutoTokenizer.from_pretrained("your_path_to_StableBeluga1", use_fast=False)
+model = AutoModelForCausalLM.from_pretrained("your_path_to_StableBeluga1", torch_dtype=torch.float16, low_cpu_mem_usage=True, device_map="auto")
 
 system_prompt = "Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.\n\n"
-system_prompt += "### Instruction:\nYou are Free Willy, an AI that follows instructions extremely well. Help as much as you can. Remember, be safe, and don't do anything illegal.\n\n"
+system_prompt += "### Instruction:\nYou are Stable Beluga, an AI that follows instructions extremely well. Help as much as you can. Remember, be safe, and don't do anything illegal.\n\n"
 
 message = "Write me a poem please"
 prompt = f"{system_prompt}### Input: {message}\n\n### Response:\n"
@@ -49,7 +49,7 @@ output = model.generate(**inputs, do_sample=True, top_p=0.95, top_k=0, max_new_t
 print(tokenizer.decode(output[0], skip_special_tokens=True))
 ```
 
-FreeWilly should be used with prompts formatted similarly to Alpaca as below:
+Stable Beluga 1 should be used with prompts formatted similarly to Alpaca as below:
 ```
 Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
 
@@ -59,17 +59,17 @@ This is a system prompt, please behave and help the user.
 ### Input:
 Your prompt here
 
-### Response
-The output of FreeWilly
+### Response:
+The output of Stable Beluga 1
 ```
 
 ## Model Details
 
 * **Developed by**: [Stability AI](https://stability.ai/)
-* **Model type**: FreeWilly is an auto-regressive language model fine-tuned on LLaMA65B.
+* **Model type**: Stable Beluga 1 is an auto-regressive language model fine-tuned on LLaMA65B.
 * **Language(s)**: English
 * **Library**: [HuggingFace Transformers](https://github.com/huggingface/transformers)
-* **License**: Fine-tuned checkpoints (`FreeWilly`) is licensed under the Non-Commercial Creative Commons license ([CC BY-NC-4.0](https://creativecommons.org/licenses/by-nc/4.0/))
+* **License**: Fine-tuned checkpoints (`StableBeluga1`) is licensed under the Non-Commercial Creative Commons license ([CC BY-NC-4.0](https://creativecommons.org/licenses/by-nc/4.0/))
 * **Contact**: For questions and comments about the model, please email `lm@stability.ai`
 
 ### Training Dataset