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README.md

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+---
+library_name: transformers
+tags: []
+---
+
+# Just for PEFT testing
+
+See PR #1658
+
+## Reproduction
+
+```python
+import torch
+from huggingface_hub import cached_download
+from transformers import AutoModelForCausalLM
+from peft import LoraConfig, PeftModel, get_peft_model
+
+torch.manual_seed(0)
+model = AutoModelForCausalLM.from_pretrained("hf-internal-testing/tiny-random-BertModel").eval()
+lora_config = LoraConfig(init_lora_weights=False)
+peft_model = get_peft_model(model, lora_config)
+peft_model.push_to_hub("peft-internal-testing/tiny-random-BertModel-lora")
+
+del model, peft_model
+torch.manual_seed(0)
+model = AutoModelForCausalLM.from_pretrained("hf-internal-testing/tiny-random-BertModel").eval()
+torch.manual_seed(1)
+lora_config = LoraConfig(init_lora_weights=False)
+peft_model = get_peft_model(model, lora_config)
+peft_model.push_to_hub("peft-internal-testing/tiny-random-BertModel-lora", revision="v1.2.3")
+```

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": {
+    "base_model_class": "BertLMHeadModel",
+    "parent_library": "mindone.transformers.models.bert.modeling_bert"
+  },
+  "base_model_name_or_path": "townwish/tiny-random-BertModel",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": false,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 8,
+  "lora_dropout": 0.0,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 8,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "value",
+    "query"
+  ],
+  "task_type": null,
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2218394edc1c87ce342d456a824eb0381bf85fbece3ef0accad7b1cbc74e6a82
+size 23200