commit

README.md

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+---
+base_model: microsoft/Phi-3.5-mini-instruct
+library_name: peft
+license: mit
+tags:
+- trl
+- sft
+- generated_from_trainer
+model-index:
+- name: Phi-3.5-MultiCap-tool-embedding
+  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. -->
+
+# Phi-3.5-MultiCap-tool-embedding
+
+This model is a fine-tuned version of [microsoft/Phi-3.5-mini-instruct](https://huggingface.co/microsoft/Phi-3.5-mini-instruct) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.5047
+
+## 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: 0.0001
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.03
+- num_epochs: 6
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| 0.984         | 0.2256 | 50   | 0.9917          |
+| 0.6262        | 0.4512 | 100  | 0.6304          |
+| 0.5699        | 0.6768 | 150  | 0.5770          |
+| 0.6143        | 0.9024 | 200  | 0.5558          |
+| 0.5393        | 1.1280 | 250  | 0.5443          |
+| 0.5278        | 1.3536 | 300  | 0.5361          |
+| 0.4969        | 1.5792 | 350  | 0.5305          |
+| 0.5442        | 1.8049 | 400  | 0.5259          |
+| 0.5304        | 2.0305 | 450  | 0.5225          |
+| 0.4748        | 2.2561 | 500  | 0.5194          |
+| 0.5185        | 2.4817 | 550  | 0.5172          |
+| 0.5234        | 2.7073 | 600  | 0.5150          |
+| 0.5334        | 2.9329 | 650  | 0.5132          |
+| 0.5221        | 3.1585 | 700  | 0.5119          |
+| 0.5067        | 3.3841 | 750  | 0.5104          |
+| 0.4841        | 3.6097 | 800  | 0.5095          |
+| 0.5129        | 3.8353 | 850  | 0.5085          |
+| 0.4969        | 4.0609 | 900  | 0.5077          |
+| 0.4797        | 4.2865 | 950  | 0.5069          |
+| 0.4893        | 4.5121 | 1000 | 0.5063          |
+| 0.5203        | 4.7377 | 1050 | 0.5060          |
+| 0.4902        | 4.9633 | 1100 | 0.5055          |
+| 0.4904        | 5.1889 | 1150 | 0.5054          |
+| 0.508         | 5.4146 | 1200 | 0.5049          |
+| 0.5166        | 5.6402 | 1250 | 0.5048          |
+| 0.4921        | 5.8658 | 1300 | 0.5047          |
+
+
+### Framework versions
+
+- PEFT 0.12.0
+- Transformers 4.44.2
+- Pytorch 2.4.1+cu121
+- Datasets 2.21.0
+- Tokenizers 0.19.1

adapter_config.json

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+{
+  "alpha_pattern": {},
+  "auto_mapping": null,
+  "base_model_name_or_path": "microsoft/Phi-3.5-mini-instruct",
+  "bias": "none",
+  "fan_in_fan_out": false,
+  "inference_mode": true,
+  "init_lora_weights": true,
+  "layer_replication": null,
+  "layers_pattern": null,
+  "layers_to_transform": null,
+  "loftq_config": {},
+  "lora_alpha": 16,
+  "lora_dropout": 0.05,
+  "megatron_config": null,
+  "megatron_core": "megatron.core",
+  "modules_to_save": null,
+  "peft_type": "LORA",
+  "r": 16,
+  "rank_pattern": {},
+  "revision": null,
+  "target_modules": [
+    "up_proj",
+    "down_proj",
+    "v_proj",
+    "gate_proj",
+    "o_proj",
+    "q_proj",
+    "k_proj"
+  ],
+  "task_type": "CAUSAL_LM",
+  "use_dora": false,
+  "use_rslora": false
+}

adapter_model.safetensors

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special_tokens_map.json

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+}

tokenizer_config.json

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+  "chat_template": "{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
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+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
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+}

training_args.bin

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