Model save

README.md

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+---
+license: other
+base_model: 01-ai/Yi-34B
+tags:
+- generated_from_trainer
+model-index:
+- name: yi_34B_8k_classification
+  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. -->
+
+# yi_34B_8k_classification
+
+This model is a fine-tuned version of [01-ai/Yi-34B](https://huggingface.co/01-ai/Yi-34B) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1806
+
+## 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: 5e-07
+- train_batch_size: 1
+- eval_batch_size: 1
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 8
+- gradient_accumulation_steps: 4
+- total_train_batch_size: 32
+- total_eval_batch_size: 8
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 0.2209        | 1.0   | 223  | 0.1886          |
+| 0.232         | 2.0   | 446  | 0.1809          |
+| 0.1667        | 3.0   | 669  | 0.1806          |
+
+
+### Framework versions
+
+- Transformers 4.36.0
+- Pytorch 2.0.1+cu118
+- Datasets 2.16.1
+- Tokenizers 0.15.1

all_results.json

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+{
+    "epoch": 3.0,
+    "eval_loss": 0.1806206852197647,
+    "eval_runtime": 85.1003,
+    "eval_samples": 376,
+    "eval_samples_per_second": 4.418,
+    "eval_steps_per_second": 0.552,
+    "train_loss": 0.3205718675180045,
+    "train_runtime": 57740.8386,
+    "train_samples": 7130,
+    "train_samples_per_second": 0.37,
+    "train_steps_per_second": 0.012
+}

config.json

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+{
+  "_name_or_path": "01-ai/Yi-34B",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 7168,
+  "initializer_range": 0.02,
+  "intermediate_size": 20480,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 56,
+  "num_hidden_layers": 60,
+  "num_key_value_heads": 8,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 5000000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.0",
+  "use_cache": false,
+  "vocab_size": 64000
+}

eval_results.json

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+{
+    "epoch": 3.0,
+    "eval_loss": 0.1806206852197647,
+    "eval_runtime": 85.1003,
+    "eval_samples": 376,
+    "eval_samples_per_second": 4.418,
+    "eval_steps_per_second": 0.552
+}

generation_config.json

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+  "eos_token_id": 2,
+  "pad_token_id": 0,
+  "transformers_version": "4.36.0"
+}

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