Upload folder using huggingface_hub

.ipynb_checkpoints/README-checkpoint.md

@@ -0,0 +1,151 @@
+---
+license: mit
+base_model: microsoft/phi-2
+tags:
+- generated_from_trainer
+model-index:
+- name: phi-sft-out
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
+<details><summary>See axolotl config</summary>
+
+axolotl version: `0.4.0`
+```yaml
+base_model: microsoft/phi-2
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: Intel/orca_dpo_pairs
+    type:
+      system_prompt: ""
+      field_system: system
+      field_instruction: question
+      field_output: rejected
+      field_output: chosen
+
+dataset_prepared_path:
+val_set_size: 0.05
+output_dir: ./phi-sft-out
+
+sequence_len: 2048
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 2
+num_epochs: 2
+optimizer: adamw_torch
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+lr_scheduler: cosine
+learning_rate: 0.000003
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: True
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 100
+evals_per_epoch: 4
+saves_per_epoch: 1
+debug:
+deepspeed:
+weight_decay: 0.1
+fsdp:
+fsdp_config:
+resize_token_embeddings_to_32x: true
+special_tokens:
+  pad_token: "<|endoftext|>"
+
+```
+
+</details><br>
+
+# phi-sft-out
+
+This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2999
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-06
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.3053        | 0.0   | 1    | 1.3288          |
+| 1.2314        | 0.25  | 287  | 1.3183          |
+| 1.1664        | 0.5   | 574  | 1.3090          |
+| 1.4349        | 0.75  | 861  | 1.3034          |
+| 1.4875        | 1.0   | 1148 | 1.3012          |
+| 1.3461        | 1.23  | 1435 | 1.3006          |
+| 1.3247        | 1.48  | 1722 | 1.2998          |
+| 1.2906        | 1.73  | 2009 | 1.2999          |
+
+
+### Framework versions
+
+- Transformers 4.37.0
+- Pytorch 2.1.2+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

README.md

@@ -1,3 +1,151 @@
 ---
-license: apache-2.0
+license: mit
+base_model: microsoft/phi-2
+tags:
+- generated_from_trainer
+model-index:
+- name: phi-sft-out
+  results: []
 ---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
+<details><summary>See axolotl config</summary>
+
+axolotl version: `0.4.0`
+```yaml
+base_model: microsoft/phi-2
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: Intel/orca_dpo_pairs
+    type:
+      system_prompt: ""
+      field_system: system
+      field_instruction: question
+      field_output: rejected
+      field_output: chosen
+
+dataset_prepared_path:
+val_set_size: 0.05
+output_dir: ./phi-sft-out
+
+sequence_len: 2048
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter:
+lora_model_dir:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+lora_fan_in_fan_out:
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_name:
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 2
+num_epochs: 2
+optimizer: adamw_torch
+adam_beta2: 0.95
+adam_epsilon: 0.00001
+max_grad_norm: 1.0
+lr_scheduler: cosine
+learning_rate: 0.000003
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: True
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 100
+evals_per_epoch: 4
+saves_per_epoch: 1
+debug:
+deepspeed:
+weight_decay: 0.1
+fsdp:
+fsdp_config:
+resize_token_embeddings_to_32x: true
+special_tokens:
+  pad_token: "<|endoftext|>"
+
+```
+
+</details><br>
+
+# phi-sft-out
+
+This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2999
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 3e-06
+- train_batch_size: 2
+- eval_batch_size: 2
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-05
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 1.3053        | 0.0   | 1    | 1.3288          |
+| 1.2314        | 0.25  | 287  | 1.3183          |
+| 1.1664        | 0.5   | 574  | 1.3090          |
+| 1.4349        | 0.75  | 861  | 1.3034          |
+| 1.4875        | 1.0   | 1148 | 1.3012          |
+| 1.3461        | 1.23  | 1435 | 1.3006          |
+| 1.3247        | 1.48  | 1722 | 1.2998          |
+| 1.2906        | 1.73  | 2009 | 1.2999          |
+
+
+### Framework versions
+
+- Transformers 4.37.0
+- Pytorch 2.1.2+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

added_tokens.json

@@ -0,0 +1,40 @@
+{
+  "\t\t": 50294,
+  "\t\t\t": 50293,
+  "\t\t\t\t": 50292,
+  "\t\t\t\t\t": 50291,
+  "\t\t\t\t\t\t": 50290,
+  "\t\t\t\t\t\t\t": 50289,
+  "\t\t\t\t\t\t\t\t": 50288,
+  "\t\t\t\t\t\t\t\t\t": 50287,
+  "  ": 50286,
+  "   ": 50285,
+  "    ": 50284,
+  "     ": 50283,
+  "      ": 50282,
+  "       ": 50281,
+  "        ": 50280,
+  "         ": 50279,
+  "          ": 50278,
+  "           ": 50277,
+  "            ": 50276,
+  "             ": 50275,
+  "              ": 50274,
+  "               ": 50273,
+  "                ": 50272,
+  "                 ": 50271,
+  "                  ": 50270,
+  "                   ": 50269,
+  "                    ": 50268,
+  "                     ": 50267,
+  "                      ": 50266,
+  "                       ": 50265,
+  "                        ": 50264,
+  "                         ": 50263,
+  "                          ": 50262,
+  "                           ": 50261,
+  "                            ": 50260,
+  "                             ": 50259,
+  "                              ": 50258,
+  "                               ": 50257
+}

config.json

@@ -0,0 +1,34 @@
+{
+  "_name_or_path": "microsoft/phi-2",
+  "architectures": [
+    "PhiForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "auto_map": {
+    "AutoConfig": "microsoft/phi-2--configuration_phi.PhiConfig",
+    "AutoModelForCausalLM": "microsoft/phi-2--modeling_phi.PhiForCausalLM"
+  },
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 50256,
+  "hidden_act": "gelu_new",
+  "hidden_size": 2560,
+  "initializer_range": 0.02,
+  "intermediate_size": 10240,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 2048,
+  "model_type": "phi",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "partial_rotary_factor": 0.4,
+  "qk_layernorm": false,
+  "resid_pdrop": 0.1,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.37.0",
+  "use_cache": false,
+  "vocab_size": 51200
+}

generation_config.json

@@ -0,0 +1,7 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "do_sample": true,
+  "eos_token_id": 50256,
+  "transformers_version": "4.37.0"
+}

pytorch_model-00001-of-00002.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c961ebcf22403a314756bd398b3275b55ad0730f2f6e82dd7e1f1088f8d963ac
+size 4995685647

pytorch_model-00002-of-00002.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f863d8b8e4222181491bd8b310835af892395cb87c8f498e6ad5773bb182b54
+size 563840390

pytorch_model.bin.index.json

@@ -0,0 +1,460 @@
+{
+  "metadata": {
+    "total_size": 5559367680
+  },
+  "weight_map": {
+    "lm_head.bias": "pytorch_model-00002-of-00002.bin",
+    "lm_head.weight": "pytorch_model-00002-of-00002.bin",
+    "model.embed_tokens.weight": "pytorch_model-00001-of-00002.bin",
+    "model.final_layernorm.bias": "pytorch_model-00002-of-00002.bin",
+    "model.final_layernorm.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.0.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.0.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.1.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.10.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.11.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.12.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.13.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.14.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.15.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.16.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.17.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.18.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.19.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.2.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.20.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.21.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.22.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.23.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.24.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.25.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.26.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.27.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.28.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.29.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.3.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.30.input_layernorm.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.input_layernorm.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.mlp.fc1.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.mlp.fc1.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.mlp.fc2.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.mlp.fc2.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.dense.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.dense.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.k_proj.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.k_proj.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.30.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.30.self_attn.v_proj.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.30.self_attn.v_proj.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.input_layernorm.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.input_layernorm.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.mlp.fc1.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.mlp.fc1.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.mlp.fc2.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.mlp.fc2.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.dense.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.dense.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.k_proj.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.k_proj.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.q_proj.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.q_proj.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.v_proj.bias": "pytorch_model-00002-of-00002.bin",
+    "model.layers.31.self_attn.v_proj.weight": "pytorch_model-00002-of-00002.bin",
+    "model.layers.4.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.4.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.5.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.6.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.7.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.8.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.input_layernorm.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.input_layernorm.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.mlp.fc1.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.mlp.fc1.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.mlp.fc2.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.mlp.fc2.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.dense.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.dense.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.k_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.k_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.q_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.q_proj.weight": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.v_proj.bias": "pytorch_model-00001-of-00002.bin",
+    "model.layers.9.self_attn.v_proj.weight": "pytorch_model-00001-of-00002.bin"
+  }
+}

special_tokens_map.json

@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,324 @@
+{
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50257": {
+      "content": "                               ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50258": {
+      "content": "                              ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50259": {
+      "content": "                             ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50260": {
+      "content": "                            ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50261": {
+      "content": "                           ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50262": {
+      "content": "                          ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50263": {
+      "content": "                         ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50264": {
+      "content": "                        ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50265": {
+      "content": "                       ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50266": {
+      "content": "                      ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50267": {
+      "content": "                     ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50268": {
+      "content": "                    ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50269": {
+      "content": "                   ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50270": {
+      "content": "                  ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50271": {
+      "content": "                 ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50272": {
+      "content": "                ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50273": {
+      "content": "               ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50274": {
+      "content": "              ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50275": {
+      "content": "             ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50276": {
+      "content": "            ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50277": {
+      "content": "           ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50278": {
+      "content": "          ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50279": {
+      "content": "         ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50280": {
+      "content": "        ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50281": {
+      "content": "       ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50282": {
+      "content": "      ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50283": {
+      "content": "     ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50284": {
+      "content": "    ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50285": {
+      "content": "   ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50286": {
+      "content": "  ",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50287": {
+      "content": "\t\t\t\t\t\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50288": {
+      "content": "\t\t\t\t\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50289": {
+      "content": "\t\t\t\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50290": {
+      "content": "\t\t\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50291": {
+      "content": "\t\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50292": {
+      "content": "\t\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50293": {
+      "content": "\t\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "50294": {
+      "content": "\t\t",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "bos_token": "<|endoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "model_max_length": 2048,
+  "pad_token": "<|endoftext|>",
+  "tokenizer_class": "CodeGenTokenizer",
+  "unk_token": "<|endoftext|>"
+}