commit from gujiakai

.gitattributes

@@ -1,35 +1,35 @@
-*.7z filter=lfs diff=lfs merge=lfs -text
-*.arrow filter=lfs diff=lfs merge=lfs -text
-*.bin filter=lfs diff=lfs merge=lfs -text
-*.bz2 filter=lfs diff=lfs merge=lfs -text
-*.ckpt filter=lfs diff=lfs merge=lfs -text
-*.ftz filter=lfs diff=lfs merge=lfs -text
-*.gz filter=lfs diff=lfs merge=lfs -text
-*.h5 filter=lfs diff=lfs merge=lfs -text
-*.joblib filter=lfs diff=lfs merge=lfs -text
-*.lfs.* filter=lfs diff=lfs merge=lfs -text
-*.mlmodel filter=lfs diff=lfs merge=lfs -text
-*.model filter=lfs diff=lfs merge=lfs -text
-*.msgpack filter=lfs diff=lfs merge=lfs -text
-*.npy filter=lfs diff=lfs merge=lfs -text
-*.npz filter=lfs diff=lfs merge=lfs -text
-*.onnx filter=lfs diff=lfs merge=lfs -text
-*.ot filter=lfs diff=lfs merge=lfs -text
-*.parquet filter=lfs diff=lfs merge=lfs -text
-*.pb filter=lfs diff=lfs merge=lfs -text
-*.pickle filter=lfs diff=lfs merge=lfs -text
-*.pkl filter=lfs diff=lfs merge=lfs -text
-*.pt filter=lfs diff=lfs merge=lfs -text
-*.pth filter=lfs diff=lfs merge=lfs -text
-*.rar filter=lfs diff=lfs merge=lfs -text
-*.safetensors filter=lfs diff=lfs merge=lfs -text
-saved_model/**/* filter=lfs diff=lfs merge=lfs -text
-*.tar.* filter=lfs diff=lfs merge=lfs -text
-*.tar filter=lfs diff=lfs merge=lfs -text
-*.tflite filter=lfs diff=lfs merge=lfs -text
-*.tgz filter=lfs diff=lfs merge=lfs -text
-*.wasm filter=lfs diff=lfs merge=lfs -text
-*.xz filter=lfs diff=lfs merge=lfs -text
-*.zip filter=lfs diff=lfs merge=lfs -text
-*.zst filter=lfs diff=lfs merge=lfs -text
-*tfevents* filter=lfs diff=lfs merge=lfs -text
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,79 @@
+---
+
+
+frameworks:
+
+- Pytorch
+license: other
+tasks:
+- text-generation
+
+---
+
+# Model Card for NL2SQL-StarCoder-15B
+
+## 模型介绍
+
+NL2SQL-StarCoder-15B 是在基础模型 StarCoder 上通过 QLoRA 对自然语言生成SQL任务进行微调的 15B Code-LLM。 
+
+## Requirements
+
+- python>=3.8
+- pytorch>=2.0.0
+- transformers==4.32.0
+- CUDA 11.4
+## 推理数据格式
+
+推理数据为模型在训练数据格式下拼接的字符串形式，它也是推理时输入prompt拼接的方式：
+```python
+"""
+<|user|>
+/* Given the following database schema: */
+CREATE TABLE "table_name" (
+"col1" int,
+...
+...
+)
+
+/* Write a sql to answer the following question: {问题} */
+<|assistant|>
+```sql
+{输出SQL}
+```<|end|>
+"""
+```
+
+## 快速开始
+
+```python
+import torch
+from modelscope import snapshot_download, AutoModelForCausalLM, AutoTokenizer,GenerationConfig
+model_dir = snapshot_download("iic/NL2SQL-StarCoder-15B")
+tokenizer = AutoTokenizer.from_pretrained(model_dir, device_map="auto", 
+                              trust_remote_code=True, torch_dtype=torch.float16)
+tokenizer.padding_side = "left"
+tokenizer.pad_token_id = tokenizer.convert_tokens_to_ids("<fim_pad>")
+tokenizer.eos_token_id = tokenizer.convert_tokens_to_ids("<|endoftext|>")
+tokenizer.pad_token = "<fim_pad>"
+tokenizer.eos_token = "<|endoftext|>"
+
+model = AutoModelForCausalLM.from_pretrained(model_dir, device_map="auto", 
+                              trust_remote_code=True, torch_dtype=torch.float16)
+model.eval()
+
+text = '<|user|>\n/* Given the following database schema: */\nCREATE TABLE "singer" (\n"Singer_ID" int,\n"Name" text,\n"Country" text,\n"Song_Name" text,\n"Song_release_year" text,\n"Age" int,\n"Is_male" bool,\nPRIMARY KEY ("Singer_ID")\n)\n\n/* Write a sql to answer the following question: Show countries where a singer above age 40 and a singer below 30 are from. */<|end|>\n'
+inputs = tokenizer(text, return_tensors='pt', padding=True, add_special_tokens=False).to("cuda")
+outputs = model.generate(
+        inputs=inputs["input_ids"],
+        attention_mask=inputs["attention_mask"],
+        max_new_tokens=512,
+        top_p=0.95,
+        temperature=0.1,
+        do_sample=False,
+        eos_token_id=tokenizer.eos_token_id,
+        pad_token_id=tokenizer.pad_token_id
+    )
+gen_text = tokenizer.batch_decode(outputs[:, inputs["input_ids"].shape[1]:], skip_special_tokens=True)
+print(gen_text)
+```
+

config.json

@@ -0,0 +1,39 @@
+{
+  "_name_or_path": "./pretrained_model/",
+  "activation_function": "gelu",
+  "architectures": [
+    "GPTBigCodeForCausalLM"
+  ],
+  "attention_softmax_in_fp32": true,
+  "attn_pdrop": 0.1,
+  "bos_token_id": 0,
+  "embd_pdrop": 0.1,
+  "eos_token_id": 0,
+  "inference_runner": 0,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "max_batch_size": null,
+  "max_sequence_length": null,
+  "model_type": "gpt_bigcode",
+  "multi_query": true,
+  "n_embd": 6144,
+  "n_head": 48,
+  "n_inner": 24576,
+  "n_layer": 40,
+  "n_positions": 8192,
+  "pad_key_length": true,
+  "pre_allocate_kv_cache": false,
+  "resid_pdrop": 0.1,
+  "scale_attention_softmax_in_fp32": true,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "float16",
+  "transformers_version": "4.28.1",
+  "use_cache": true,
+  "validate_runner_input": true,
+  "vocab_size": 49152
+}

configuration.json

@@ -0,0 +1 @@
+{"framework":"Pytorch","task":"text-generation"}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 0,
+  "transformers_version": "4.28.1"
+}

pytorch_model-00001-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0643284ad163fb4469f0ad4e7449622516f8b8c148bef14a20250f7fe5e547cb
+size 9957985141

pytorch_model-00002-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:779ce8a585fc121f3c82956febd894253f52b68f5f136fad58d442f899414667
+size 9857383847

pytorch_model-00003-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cbdb20cad21e2ed91b5ddcaab167206d71538962f237cc6a1bdc6e7c688f6bd
+size 9857383847

pytorch_model-00004-of-00004.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92b049e9780d7fcd861dd96212474121a1f0fa08cf35d1065afe0990ac7ab7c7
+size 1362328147

pytorch_model.bin.index.json

@@ -0,0 +1,492 @@
+{
+  "metadata": {
+    "total_size": 31638892544
+  },
+  "weight_map": {
+    "lm_head.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.0.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.0.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.1.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.10.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.11.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.12.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.12.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.12.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.12.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.13.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.14.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.15.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.16.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.17.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.18.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.19.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.2.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.2.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.20.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.20.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.21.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.22.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.23.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.mlp.c_fc.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.mlp.c_fc.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.mlp.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.24.mlp.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.attn.c_attn.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.attn.c_attn.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.attn.c_proj.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.attn.c_proj.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.ln_1.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.ln_1.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.ln_2.bias": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.ln_2.weight": "pytorch_model-00002-of-00004.bin",
+    "transformer.h.25.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.25.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.25.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.25.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.26.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.27.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.28.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.29.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.3.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.3.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.30.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.30.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.31.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.32.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.33.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.34.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.35.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.36.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.mlp.c_fc.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.mlp.c_fc.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.mlp.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.37.mlp.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.attn.c_attn.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.attn.c_attn.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.attn.c_proj.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.attn.c_proj.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.ln_1.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.ln_1.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.ln_2.bias": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.ln_2.weight": "pytorch_model-00003-of-00004.bin",
+    "transformer.h.38.mlp.c_fc.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.38.mlp.c_fc.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.38.mlp.c_proj.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.38.mlp.c_proj.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.attn.c_attn.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.attn.c_attn.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.attn.c_proj.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.attn.c_proj.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.ln_1.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.ln_1.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.ln_2.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.ln_2.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.mlp.c_fc.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.mlp.c_fc.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.mlp.c_proj.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.39.mlp.c_proj.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.h.4.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.4.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.5.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.6.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.7.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.8.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.attn.c_attn.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.attn.c_attn.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.attn.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.attn.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.ln_1.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.ln_1.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.ln_2.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.ln_2.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.mlp.c_fc.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.mlp.c_fc.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.mlp.c_proj.bias": "pytorch_model-00001-of-00004.bin",
+    "transformer.h.9.mlp.c_proj.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.ln_f.bias": "pytorch_model-00004-of-00004.bin",
+    "transformer.ln_f.weight": "pytorch_model-00004-of-00004.bin",
+    "transformer.wpe.weight": "pytorch_model-00001-of-00004.bin",
+    "transformer.wte.weight": "pytorch_model-00001-of-00004.bin"
+  }
+}

special_tokens_map.json

@@ -0,0 +1,26 @@
+{
+  "additional_special_tokens": [
+    "<|endoftext|>",
+    "<fim_prefix>",
+    "<fim_middle>",
+    "<fim_suffix>",
+    "<fim_pad>",
+    "<filename>",
+    "<gh_stars>",
+    "<issue_start>",
+    "<issue_comment>",
+    "<issue_closed>",
+    "<jupyter_start>",
+    "<jupyter_text>",
+    "<jupyter_code>",
+    "<jupyter_output>",
+    "<empty_output>",
+    "<commit_before>",
+    "<commit_msg>",
+    "<commit_after>",
+    "<reponame>"
+  ],
+  "bos_token": "<|endoftext|>",
+  "eos_token": "<|endoftext|>",
+  "unk_token": "<|endoftext|>"
+}

tokenizer_config.json

@@ -0,0 +1,31 @@
+{
+  "add_prefix_space": false,
+  "additional_special_tokens": [
+    "<|endoftext|>",
+    "<fim_prefix>",
+    "<fim_middle>",
+    "<fim_suffix>",
+    "<fim_pad>",
+    "<filename>",
+    "<gh_stars>",
+    "<issue_start>",
+    "<issue_comment>",
+    "<issue_closed>",
+    "<jupyter_start>",
+    "<jupyter_text>",
+    "<jupyter_code>",
+    "<jupyter_output>",
+    "<empty_output>",
+    "<commit_before>",
+    "<commit_msg>",
+    "<commit_after>",
+    "<reponame>"
+  ],
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 1000000000000000019884624838656,
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>",
+  "vocab_size": 49152
+}