Update README.md

README.md

@@ -35,7 +35,9 @@ We democratize Internet-scale data for financial large language models (FinLLMs)
 * [FinGPT V3 (Updated on 8/4/2023)](./fingpt)
 
   + **FinGPT v3 series are LLMs finetuned with LoRA method on the News and Tweets sentiment analysis dataset which achieve best scores on most of the financial sentiment analysis datasets.**
-  + Benchmark Results: 
+  + FinGPT v3.1 uses ChatGLM2-6B as base model
+  + FinGPT v3.2 uses llama2-7b as base model
+  + Benchmark Results:
     | Weighted F1   | [BloombergGPT](https://arxiv.org/abs/2303.17564) | [ChatGLM2](https://github.com/THUDM/ChatGLM2-6B) |  [Llama2](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf) |[FinGPT v3.1](https://huggingface.co/oliverwang15/FinGPT_v31_ChatGLM2_Sentiment_Instruction_LoRA_FT) |v3.1.1 (8bit)|v3.1.2 (QLoRA)| [FinGPT v3.2](https://huggingface.co/oliverwang15/FinGPT_v32_Llama2_Sentiment_Instruction_LoRA_FT) |
     | ---------------------- | ------------ | -------- | ---------------- | --------- | ----------------- | ----------------- |----------------- |
     | FPB       | 0.511        | 0.381      | 0.390      | **0.855**      | 0.855           |  0.777          | 0.850          |