Upload 11 files

NeXGen/README.md

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+---
+tags:
+- autotrain
+- text-generation
+widget:
+- text: "I love AutoTrain because "
+---
+
+# Model Trained Using AutoTrain

NeXGen/added_tokens.json

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+{
+  "<|pad|>": 50258,
+  "<|startoftext|>": 50257
+}

NeXGen/config.json

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+{
+  "auto_mapping": null,
+  "base_model_name_or_path": "farnhua/gpt2-small-self_instruct_human_eval",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "revision": null,
+  "target_modules": [
+    "c_attn"
+  ],
+  "task_type": "CAUSAL_LM"
+}

NeXGen/pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:60f3ea3765c1b02514bb4b684bd3d1f5004f1101b81bc7c09b3ba0df014ff825
+size 497805594

NeXGen/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<|pad|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

NeXGen/tokenizer_config.json

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+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "50256": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50257": {
+      "content": "<|startoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "50258": {
+      "content": "<|pad|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|startoftext|>",
+  "clean_up_tokenization_spaces": true,
+  "eos_token": "<|endoftext|>",
+  "errors": "replace",
+  "model_max_length": 1024,
+  "pad_token": "<|pad|>",
+  "tokenizer_class": "GPT2Tokenizer",
+  "unk_token": "<|endoftext|>"
+}

NeXGen/training_args.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:451c10f29d391c5977d9401a129c75070c1f9e21c563dee1c87aee84480bdc81
+size 4472

NeXGen/training_params.json

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+{
+    "model": "farnhua/gpt2-small-self_instruct_human_eval",
+    "data_path": "timdettmers/openassistant-guanaco",
+    "project_name": "NeXGen",
+    "train_split": "train",
+    "valid_split": null,
+    "text_column": "text",
+    "rejected_text_column": "rejected",
+    "token": null,
+    "lr": 0.0002,
+    "epochs": 3,
+    "batch_size": 2,
+    "warmup_ratio": 0.1,
+    "gradient_accumulation": 1,
+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
+    "weight_decay": 0.0,
+    "max_grad_norm": 1.0,
+    "seed": 42,
+    "add_eos_token": false,
+    "block_size": -1,
+    "use_peft": true,
+    "lora_r": 16,
+    "lora_alpha": 32,
+    "lora_dropout": 0.05,
+    "logging_steps": -1,
+    "evaluation_strategy": "epoch",
+    "save_total_limit": 1,
+    "save_strategy": "epoch",
+    "auto_find_batch_size": false,
+    "fp16": false,
+    "push_to_hub": false,
+    "use_int8": false,
+    "model_max_length": 2048,
+    "repo_id": null,
+    "use_int4": true,
+    "trainer": "sft",
+    "target_modules": null,
+    "merge_adapter": false,
+    "username": null,
+    "use_flash_attention_2": false,
+    "log": "none",
+    "disable_gradient_checkpointing": false,
+    "model_ref": null,
+    "dpo_beta": 0.1,
+    "prompt_text_column": "prompt"
+}