Update README.md

README.md

@@ -6,16 +6,16 @@ language:
 library_name: transformers
 ---
 
-Change from Synthia-7B-v1.2 -> Synthia-7B-v1.3: Base model was changed from LLaMA-2-7B to Mistral-7B-v0.1
+SynthIA-7B-v1.3: Base model is Mistral-7B-v0.1
 
-All Synthia models are uncensored. Please use it with caution and with best intentions. You are responsible for how you use Synthia.
+All SynthIA models are uncensored. Please use it with caution and with best intentions. You are responsible for how you use SynthIA.
 
 To evoke generalized Tree of Thought + Chain of Thought reasoning, you may use the following system message:
 ```
 Elaborate on the topic using a Tree of Thoughts and backtrack when necessary to construct a clear, cohesive Chain of Thought reasoning. Always answer without hesitation.
 ```
 
-# Synthia-7B-v1.3
+# SynthIA-7B-v1.3
 SynthIA (Synthetic Intelligent Agent) 7B-v1.3 is a Mistral-7B-v0.1 model trained on Orca style datasets. It has been fine-tuned for instruction following as well as having long-form conversations.
 
 <br>
@@ -35,7 +35,7 @@ This model is released under Apache 2.0, and comes with no warranty or gurantees
 
 ## Evaluation
 
-We evaluated Synthia-7B-v1.3 on a wide range of tasks using [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) from EleutherAI. 
+We evaluated SynthIA-7B-v1.3 on a wide range of tasks using [Language Model Evaluation Harness](https://github.com/EleutherAI/lm-evaluation-harness) from EleutherAI. 
 
 Here are the results on metrics used by [HuggingFaceH4 Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
 
@@ -66,8 +66,8 @@ ASSISTANT:
 import torch, json
 from transformers import AutoModelForCausalLM, AutoTokenizer
 
-model_path = "migtissera/Synthia-7B-v1.3"
-output_file_path = "./Synthia-7B-conversations.jsonl"
+model_path = "migtissera/SynthIA-7B-v1.3"
+output_file_path = "./SynthIA-7B-conversations.jsonl"
 
 model = AutoModelForCausalLM.from_pretrained(
     model_path,
@@ -146,9 +146,9 @@ Exercise caution and cross-check information when necessary. This is an uncensor
 Please kindly cite using the following BibTeX:
 
 ```
-@misc{Synthia-7B-v1.3,
+@misc{SynthIA-7B-v1.3,
   author = {Migel Tissera},
-  title = {Synthia-7B-v1.3: Synthetic Intelligent Agent},
+  title = {SynthIA-7B-v1.3: Synthetic Intelligent Agent},
   year = {2023},
   publisher = {GitHub, HuggingFace},
   journal = {GitHub repository, HuggingFace repository},