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README.md

@@ -3,6 +3,17 @@ library_name: peft
 ---
 ## Training procedure
 
+
+The following `bitsandbytes` quantization config was used during training:
+- load_in_8bit: False
+- load_in_4bit: True
+- llm_int8_threshold: 6.0
+- llm_int8_skip_modules: None
+- llm_int8_enable_fp32_cpu_offload: False
+- llm_int8_has_fp16_weight: False
+- bnb_4bit_quant_type: nf4
+- bnb_4bit_use_double_quant: True
+- bnb_4bit_compute_dtype: bfloat16
 ### Framework versions
 
 

adapter_config.json

@@ -7,11 +7,11 @@
   "init_lora_weights": true,
   "layers_pattern": null,
   "layers_to_transform": null,
-  "lora_alpha": 64,
+  "lora_alpha": 32,
   "lora_dropout": 0.05,
   "modules_to_save": null,
   "peft_type": "LORA",
-  "r": 32,
+  "r": 16,
   "revision": null,
   "target_modules": [
     "Wqkv",

adapter_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:97f41bae8cf76e7b527d9706450561e4bb119cd513ff33f75ef37ca5d246f65d
-size 167859725
+oid sha256:44d9b224851b60d01494800fde4bb7b5ea208e730b0469b7208df7899127fe3e
+size 83976845