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+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,138 @@
+---
+library_name: transformers
+license: apache-2.0
+base_model: cyberagent/Mistral-Nemo-Japanese-Instruct-2408
+tags:
+- generated_from_trainer
+model-index:
+- name: outputs/mistral-nemo-webnovels
+  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/axolotl-ai-cloud/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/axolotl-ai-cloud/axolotl)
+<details><summary>See axolotl config</summary>
+
+axolotl version: `0.4.1`
+```yaml
+base_model: cyberagent/Mistral-Nemo-Japanese-Instruct-2408
+tokenizer_type: AutoTokenizer
+
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+
+chat_template: chatml
+datasets:
+  - path: falche/paradox_test_set_200k_sharegpt
+    type: sharegpt
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.05
+output_dir: ./outputs/mistral-nemo-webnovels
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+use_wandb: true
+wandb_project: mistral-nemo-webnovels
+wandb_entity: augmxnt
+wandb_name: mi300x-cyberagent_mistral_nemo_webnovels-fft-dsz3
+
+gradient_accumulation_steps: 1
+micro_batch_size: 8
+num_epochs: 3
+optimizer: paged_adamw_8bit
+lr_scheduler: linear
+learning_rate: 8e-6
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: false
+
+gradient_checkpointing: true
+gradient_checkpointing_kwargs:
+  use_reentrant: false
+early_stopping_patience:
+resume_from_checkpoint:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 100
+evals_per_epoch: 2
+eval_table_size:
+saves_per_epoch: 1
+debug:
+deepspeed: axolotl/deepspeed_configs/zero3_bf16.json
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: <|end_of_text|>
+
+```
+
+</details><br>
+
+# outputs/mistral-nemo-webnovels
+
+This model is a fine-tuned version of [cyberagent/Mistral-Nemo-Japanese-Instruct-2408](https://huggingface.co/cyberagent/Mistral-Nemo-Japanese-Instruct-2408) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6891
+
+## 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: 8e-06
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- total_train_batch_size: 64
+- total_eval_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_steps: 100
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 2.6086        | 0.0008 | 1    | 2.5794          |
+| 1.8703        | 0.5    | 615  | 1.8224          |
+| 1.7873        | 1.0    | 1230 | 1.7534          |
+| 1.6708        | 1.4976 | 1845 | 1.7214          |
+| 1.6567        | 1.9976 | 2460 | 1.6919          |
+| 1.501         | 2.4951 | 3075 | 1.6984          |
+| 1.5237        | 2.9951 | 3690 | 1.6891          |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.5.0+rocm6.2
+- Datasets 3.0.1
+- Tokenizers 0.20.1

config.json

@@ -0,0 +1,28 @@
+{
+  "_name_or_path": "cyberagent/Mistral-Nemo-Japanese-Instruct-2408",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 131072,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 5120,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 1024000,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 40,
+  "num_key_value_heads": 8,
+  "pad_token_id": 10,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 1000000.0,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.2",
+  "use_cache": false,
+  "vocab_size": 131075
+}

generation_config.json

@@ -0,0 +1,8 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 131072,
+  "pad_token_id": 10,
+  "transformers_version": "4.45.2"
+}

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training_args.bin

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