diff --git a/README.md b/README.md
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--- /dev/null
+++ b/README.md
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+---
+library_name: peft
+---
+## Training procedure
+
+
+The following `bitsandbytes` quantization config was used during training:
+- quant_method: gptq
+- bits: 4
+- tokenizer: None
+- dataset: None
+- group_size: 512
+- damp_percent: 0.01
+- desc_act: True
+- sym: True
+- true_sequential: True
+- use_cuda_fp16: False
+- model_seqlen: None
+- block_name_to_quantize: None
+- module_name_preceding_first_block: None
+- batch_size: 1
+- pad_token_id: None
+- disable_exllama: True
+- max_input_length: None
+
+The following `bitsandbytes` quantization config was used during training:
+- quant_method: gptq
+- bits: 4
+- tokenizer: None
+- dataset: None
+- group_size: 512
+- damp_percent: 0.01
+- desc_act: True
+- sym: True
+- true_sequential: True
+- use_cuda_fp16: False
+- model_seqlen: None
+- block_name_to_quantize: None
+- module_name_preceding_first_block: None
+- batch_size: 1
+- pad_token_id: None
+- disable_exllama: True
+- max_input_length: None
+### Framework versions
+
+- PEFT 0.6.0.dev0
+
+- PEFT 0.6.0.dev0
diff --git a/adapter_config.json b/adapter_config.json
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+ "layers_pattern": null,
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+ "modules_to_save": null,
+ "peft_type": "LORA",
+ "r": 2,
+ "rank_pattern": {},
+ "revision": null,
+ "target_modules": [
+ "gate_proj",
+ "down_proj",
+ "up_proj"
+ ],
+ "task_type": "CAUSAL_LM"
+}
\ No newline at end of file
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