Configure Git LFS tracking

README.md

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+---
+license: apache-2.0
+base_model: alignment-handbook/zephyr-7b-sft-full
+tags:
+- trl
+- dpo
+- generated_from_trainer
+model-index:
+- name: IKEA-7b-UC-0
+  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. -->
+
+# IKEA-7b-UC-0
+
+This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.0170
+- Rewards/chosen: -4.2758
+- Rewards/rejected: -26.6670
+- Rewards/accuracies: 0.9867
+- Rewards/margins: 22.3912
+- Logps/rejected: -355.0656
+- Logps/chosen: -199.5902
+- Logits/rejected: -1.5491
+- Logits/chosen: -2.4099
+
+## 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: 4
+- eval_batch_size: 8
+- seed: 42
+- distributed_type: multi-GPU
+- num_devices: 4
+- total_train_batch_size: 16
+- total_eval_batch_size: 32
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
+|:-------------:|:-----:|:----:|:---------------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
+| 0.1657        | 0.08  | 100  | 0.1740          | -1.4537        | -4.1705          | 0.9801             | 2.7168          | -130.1008      | -171.3696    | -2.5952         | -2.7207       |
+| 0.0782        | 0.16  | 200  | 0.0627          | -0.4404        | -5.7033          | 0.9867             | 5.2629          | -145.4286      | -161.2361    | -2.4357         | -2.5861       |
+| 0.0324        | 0.24  | 300  | 0.0367          | -0.9306        | -8.1206          | 0.9886             | 7.1900          | -169.6023      | -166.1387    | -2.3643         | -2.5461       |
+| 0.0373        | 0.32  | 400  | 0.0352          | -0.3792        | -7.3599          | 0.9905             | 6.9807          | -161.9944      | -160.6242    | -2.3352         | -2.5608       |
+| 0.0151        | 0.4   | 500  | 0.0259          | -2.0957        | -11.1375         | 0.9896             | 9.0418          | -199.7707      | -177.7890    | -2.3514         | -2.5164       |
+| 0.0227        | 0.48  | 600  | 0.0228          | -1.5779        | -10.9393         | 0.9905             | 9.3614          | -197.7892      | -172.6115    | -2.2954         | -2.5141       |
+| 0.0225        | 0.57  | 700  | 0.0276          | -1.8300        | -10.5178         | 0.9886             | 8.6878          | -193.5734      | -175.1324    | -2.4148         | -2.6502       |
+| 0.0251        | 0.65  | 800  | 0.0296          | -4.7354        | -16.6488         | 0.9867             | 11.9133         | -254.8836      | -204.1870    | -2.0531         | -2.4265       |
+| 0.0197        | 0.73  | 900  | 0.0184          | -5.0699        | -18.4648         | 0.9924             | 13.3949         | -273.0435      | -207.5311    | -1.6415         | -2.3304       |
+| 0.0087        | 0.81  | 1000 | 0.0189          | -3.2908        | -19.6316         | 0.9905             | 16.3408         | -284.7117      | -189.7405    | -1.5669         | -2.2844       |
+| 0.025         | 0.89  | 1100 | 0.0161          | -4.9723        | -19.8966         | 0.9924             | 14.9243         | -287.3613      | -206.5555    | -1.9588         | -2.4809       |
+| 0.0299        | 0.97  | 1200 | 0.0192          | -7.1736        | -21.2381         | 0.9915             | 14.0645         | -300.7769      | -228.5686    | -1.7745         | -2.3342       |
+| 0.0014        | 1.05  | 1300 | 0.0184          | -3.8048        | -21.7578         | 0.9915             | 17.9530         | -305.9737      | -194.8804    | -1.6148         | -2.3594       |
+| 0.0015        | 1.13  | 1400 | 0.0153          | -5.9221        | -23.9435         | 0.9905             | 18.0214         | -327.8304      | -216.0534    | -1.6351         | -2.3309       |
+| 0.0019        | 1.21  | 1500 | 0.0166          | -3.5050        | -23.2207         | 0.9905             | 19.7157         | -320.6025      | -191.8821    | -1.5712         | -2.4214       |
+| 0.0055        | 1.29  | 1600 | 0.0150          | -4.9182        | -24.9562         | 0.9896             | 20.0380         | -337.9579      | -206.0149    | -1.0331         | -2.2401       |
+| 0.0019        | 1.37  | 1700 | 0.0151          | -5.7779        | -25.7925         | 0.9896             | 20.0146         | -346.3207      | -214.6113    | -0.9177         | -2.1887       |
+| 0.0009        | 1.45  | 1800 | 0.0174          | -4.9655        | -26.7260         | 0.9886             | 21.7605         | -355.6559      | -206.4873    | -0.4171         | -1.9919       |
+| 0.0086        | 1.53  | 1900 | 0.0159          | -6.3223        | -27.5136         | 0.9886             | 21.1913         | -363.5322      | -220.0559    | -0.7783         | -2.1291       |
+| 0.0009        | 1.62  | 2000 | 0.0148          | -4.9109        | -24.0100         | 0.9905             | 19.0991         | -328.4960      | -205.9413    | -1.6403         | -2.3910       |
+| 0.0015        | 1.7   | 2100 | 0.0152          | -4.5612        | -25.2891         | 0.9886             | 20.7279         | -341.2871      | -202.4446    | -1.5789         | -2.3995       |
+| 0.0028        | 1.78  | 2200 | 0.0174          | -4.5140        | -26.8924         | 0.9877             | 22.3784         | -357.3196      | -201.9725    | -1.3680         | -2.3331       |
+| 0.0018        | 1.86  | 2300 | 0.0166          | -4.5053        | -26.4789         | 0.9867             | 21.9736         | -353.1845      | -201.8854    | -1.5207         | -2.3959       |
+| 0.0025        | 1.94  | 2400 | 0.0171          | -4.5227        | -27.0564         | 0.9867             | 22.5337         | -358.9594      | -202.0593    | -1.4889         | -2.3903       |
+
+
+### Framework versions
+
+- Transformers 4.36.1
+- Pytorch 2.0.1+cu117
+- Datasets 2.16.1
+- Tokenizers 0.15.0

all_results.json

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+{
+    "epoch": 2.0,
+    "eval_logits/chosen": -2.409858465194702,
+    "eval_logits/rejected": -1.5491485595703125,
+    "eval_logps/chosen": -199.59024047851562,
+    "eval_logps/rejected": -355.0655517578125,
+    "eval_loss": 0.01704823225736618,
+    "eval_rewards/accuracies": 0.9867424368858337,
+    "eval_rewards/chosen": -4.275777816772461,
+    "eval_rewards/margins": 22.391204833984375,
+    "eval_rewards/rejected": -26.666980743408203,
+    "eval_runtime": 1260.81,
+    "eval_samples": 4194,
+    "eval_samples_per_second": 3.326,
+    "eval_steps_per_second": 0.105,
+    "train_loss": 0.034544974909203885,
+    "train_runtime": 47563.1126,
+    "train_samples": 19794,
+    "train_samples_per_second": 0.832,
+    "train_steps_per_second": 0.052
+}

config.json

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+{
+  "_name_or_path": "alignment-handbook/zephyr-7b-sft-full",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "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": "4.36.1",
+  "use_cache": false,
+  "vocab_size": 32000
+}

eval_results.json

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+{
+    "epoch": 2.0,
+    "eval_logits/chosen": -2.409858465194702,
+    "eval_logits/rejected": -1.5491485595703125,
+    "eval_logps/chosen": -199.59024047851562,
+    "eval_logps/rejected": -355.0655517578125,
+    "eval_loss": 0.01704823225736618,
+    "eval_rewards/accuracies": 0.9867424368858337,
+    "eval_rewards/chosen": -4.275777816772461,
+    "eval_rewards/margins": 22.391204833984375,
+    "eval_rewards/rejected": -26.666980743408203,
+    "eval_runtime": 1260.81,
+    "eval_samples": 4194,
+    "eval_samples_per_second": 3.326,
+    "eval_steps_per_second": 0.105
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.36.1"
+}

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special_tokens_map.json

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tokenizer_config.json

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train_results.json

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