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README.md

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+---
+library_name: transformers
+license: mit
+base_model: microsoft/Phi-3.5-mini-instruct
+tags:
+- generated_from_trainer
+model-index:
+- name: outputs/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/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: microsoft/Phi-3.5-mini-instruct
+model_type: AutoModelForCausalLM
+tokenizer_type: AutoTokenizer
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: anthracite-org/stheno-filtered-v1.1
+    type: sharegpt
+    conversation: chatml
+  - path: anthracite-org/nopm_claude_writing_fixed
+    type: sharegpt
+    conversation: chatml
+  - path: Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned
+    type: sharegpt
+    conversation: chatml
+  - path: ResplendentAI/bluemoon
+    type: sharegpt
+    conversation: chatml
+  - path: openerotica/freedom-rp
+    type: sharegpt
+    conversation: chatml
+  - path: MinervaAI/Aesir-Preview
+    type: sharegpt
+    conversation: chatml
+  - path: jeiku/jeikutxt
+    type: completion
+  - path: ResplendentAI/Sissification_Hypno_1k
+    type: alpaca
+  - path: ResplendentAI/theory_of_mind_fixed_output
+    type: alpaca
+  - path: ResplendentAI/Synthetic_Soul_1k
+    type: alpaca
+
+chat_template: chatml
+
+val_set_size: 0.01
+output_dir: ./outputs/out
+
+adapter:
+lora_r:
+lora_alpha:
+lora_dropout:
+lora_target_linear:
+
+sequence_len: 8192
+# sequence_len: 32768
+sample_packing: true
+eval_sample_packing: false
+pad_to_sequence_len: true
+
+plugins:
+  - axolotl.integrations.liger.LigerPlugin
+liger_rope: true
+liger_rms_norm: true
+liger_swiglu: true
+liger_fused_linear_cross_entropy: true
+
+wandb_project: phi
+wandb_entity:
+wandb_watch:
+wandb_name: phi
+wandb_log_model:
+
+gradient_accumulation_steps: 32
+micro_batch_size: 4
+num_epochs: 2
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.00001
+weight_decay: 0.05
+
+train_on_inputs: false
+group_by_length: false
+bf16: auto
+fp16:
+tf32: true
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention: true
+
+warmup_ratio: 0.1
+evals_per_epoch: 4
+eval_table_size:
+eval_max_new_tokens: 128
+saves_per_epoch: 2
+
+debug:
+deepspeed: deepspeed_configs/zero3.json
+fsdp:
+fsdp_config:
+
+special_tokens:
+  pad_token: <|finetune_right_pad_id|>
+
+
+```
+
+</details><br>
+
+# outputs/out
+
+This model is a fine-tuned version of [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 7.1048
+
+## 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: 1e-05
+- train_batch_size: 4
+- eval_batch_size: 4
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 2
+- gradient_accumulation_steps: 32
+- total_train_batch_size: 256
+- total_eval_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 8
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 15.986        | 0.0233 | 1    | 16.8119         |
+| 9.6041        | 0.2567 | 11   | 9.1897          |
+| 7.5864        | 0.5135 | 22   | 7.5221          |
+| 7.2575        | 0.7702 | 33   | 7.2532          |
+| 7.1368        | 1.0270 | 44   | 7.1665          |
+| 7.078         | 1.2844 | 55   | 7.1249          |
+| 7.0613        | 1.5417 | 66   | 7.1079          |
+| 7.0599        | 1.7990 | 77   | 7.1048          |
+
+
+### Framework versions
+
+- Transformers 4.45.0.dev0
+- Pytorch 2.4.0+cu121
+- Datasets 2.20.0
+- Tokenizers 0.19.1

added_tokens.json

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+  "<|user|>": 32010
+}

config.json

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+{
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+  "architectures": [
+    "Phi3ForCausalLM"
+  ],
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+}

generation_config.json

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+  "transformers_version": "4.45.0.dev0"
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