remove unnecessary file and update README

README.md

@@ -3,13 +3,15 @@ library_name: peft
 tags:
 - text-to-sql
 - spider
-- ' text2sql'
+- 'text2sql'
+
 ---
 ## Introduce 
-this is a text-to-sql peft module ,which is trained on  CodeLlama-13b-Instruct-hf  with LoRA SFT by spider training dataset.
-## Training procedure
+This folder is a text-to-sql weights directory, containing weight files fine-tuned based on the LoRA with the CodeLlama-13b-Instruct-hf  model through the [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub) project. The training data used is from the Spider training set. This weights files achieving an execution accuracy of approximately 0.788 on the Spider evaluation set.
+Merge the weights with  [CodeLlama-13b-Instruct-hf](https://huggingface.co/codellama/CodeLlama-13b-Instruct-hf/tree/main)  and this folder weigths, you can refer the [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub) ,in `dbgpt_hub/scripts/export_merge.sh`. 
+If you find our weight files or the DB-GPT-Hub project helpful for your work, give a star on our github project [DB-GPT-Hub](https://github.com/eosphoros-ai/DB-GPT-Hub/tree/main/dbgpt_hub)  will be a great  encouragement for us  to release more weight files.
 
 ### Framework versions
 
 
-- PEFT 0.4.0
+- PEFT 0.4.0

finetuning_args.json

@@ -1,16 +0,0 @@
-{
-  "dpo_beta": 0.1,
-  "finetuning_type": "lora",
-  "lora_alpha": 32.0,
-  "lora_dropout": 0.1,
-  "lora_rank": 64,
-  "lora_target": [
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-  "ppo_score_norm": false,
-  "resume_lora_training": true
-}

rng_state.pth

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trainer_state.json

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-{
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training_args.bin

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