End of training

README.md

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+---
+library_name: transformers
+license: apache-2.0
+base_model: mistralai/Mistral-7B-v0.1
+tags:
+- llama-factory
+- full
+- generated_from_trainer
+model-index:
+- name: mistral_alpaca_sft_sample_4
+  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. -->
+
+# mistral_alpaca_sft_sample_4
+
+This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the llamafactory/alpaca_en dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.6951
+
+## 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: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 512
+- total_eval_batch_size: 64
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- training_steps: 3
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss |
+|:-------------:|:------:|:----:|:---------------:|
+| No log        | 0.1304 | 3    | 1.6951          |
+
+
+### Framework versions
+
+- Transformers 4.45.2
+- Pytorch 2.3.0
+- Datasets 2.21.0
+- Tokenizers 0.20.1

all_results.json

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+{
+    "epoch": 0.13043478260869565,
+    "eval_loss": 1.6950849294662476,
+    "eval_runtime": 2.1355,
+    "eval_samples_per_second": 288.927,
+    "eval_steps_per_second": 4.683,
+    "total_flos": 3.355230384370483e+16,
+    "train_loss": 1.413622538248698,
+    "train_runtime": 202.5208,
+    "train_samples_per_second": 7.584,
+    "train_steps_per_second": 0.015
+}

config.json

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+{
+  "_name_or_path": "mistralai/Mistral-7B-v0.1",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.45.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

eval_results.json

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+{
+    "epoch": 0.13043478260869565,
+    "eval_loss": 1.6950849294662476,
+    "eval_runtime": 2.1355,
+    "eval_samples_per_second": 288.927,
+    "eval_steps_per_second": 4.683
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.45.2"
+}

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