End of training

README.md

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+---
+license: apache-2.0
+base_model: TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T
+tags:
+- xcomet_xl_xxl
+- generated_from_trainer
+model-index:
+- name: sft-xcomet_xl_xxl-chosen-10lp-shuff-full-tiny
+  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. -->
+
+# sft-xcomet_xl_xxl-chosen-10lp-shuff-full-tiny
+
+This model is a fine-tuned version of [TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T) on the Unbabel/TowerAligned-v0.1 dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7027
+- Nll Loss: 0.7027
+- Logps/best: -69.8057
+- Rewards/chosen: 3.3548
+- Rewards/rejected: 2.9021
+- Rewards/accuracies: 0.6820
+- Rewards/margins: 0.4527
+- Logps/rejected: -68.4018
+- Logps/chosen: -69.8057
+- Logits/rejected: -1.7405
+- Logits/chosen: -1.8685
+
+## 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: 1
+- eval_batch_size: 4
+- seed: 42
+- gradient_accumulation_steps: 16
+- total_train_batch_size: 16
+- optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
+- lr_scheduler_type: linear
+- lr_scheduler_warmup_ratio: 0.1
+- num_epochs: 1
+
+### Training results
+
+| Training Loss | Epoch  | Step | Validation Loss | Nll Loss | Logps/best | Rewards/chosen | Rewards/rejected | Rewards/accuracies | Rewards/margins | Logps/rejected | Logps/chosen | Logits/rejected | Logits/chosen |
+|:-------------:|:------:|:----:|:---------------:|:--------:|:----------:|:--------------:|:----------------:|:------------------:|:---------------:|:--------------:|:------------:|:---------------:|:-------------:|
+| 0.8021        | 0.1063 | 100  | 0.7701          | 0.7701   | -76.4054   | 2.6949         | 2.3664           | 0.6740             | 0.3284          | -73.7585       | -76.4054     | -1.7763         | -1.9055       |
+| 0.7255        | 0.2127 | 200  | 0.7367          | 0.7367   | -73.1546   | 3.0200         | 2.6460           | 0.6820             | 0.3740          | -70.9634       | -73.1546     | -1.7637         | -1.8923       |
+| 0.6979        | 0.3190 | 300  | 0.7232          | 0.7232   | -71.8372   | 3.1517         | 2.7499           | 0.6660             | 0.4018          | -69.9242       | -71.8372     | -1.7452         | -1.8727       |
+| 0.7072        | 0.4254 | 400  | 0.7137          | 0.7137   | -70.8879   | 3.2466         | 2.8103           | 0.6960             | 0.4363          | -69.3198       | -70.8879     | -1.7467         | -1.8743       |
+| 0.6958        | 0.5317 | 500  | 0.7085          | 0.7085   | -70.3945   | 3.2960         | 2.8412           | 0.6920             | 0.4548          | -69.0110       | -70.3945     | -1.7476         | -1.8756       |
+| 0.7216        | 0.6381 | 600  | 0.7055          | 0.7055   | -70.0888   | 3.3265         | 2.8702           | 0.6900             | 0.4564          | -68.7212       | -70.0888     | -1.7377         | -1.8651       |
+| 0.7531        | 0.7444 | 700  | 0.7038          | 0.7038   | -69.9193   | 3.3435         | 2.8863           | 0.6860             | 0.4572          | -68.5603       | -69.9193     | -1.7392         | -1.8670       |
+| 0.6531        | 0.8508 | 800  | 0.7028          | 0.7028   | -69.8163   | 3.3538         | 2.9020           | 0.6800             | 0.4518          | -68.4026       | -69.8163     | -1.7410         | -1.8690       |
+| 0.6801        | 0.9571 | 900  | 0.7027          | 0.7027   | -69.8057   | 3.3548         | 2.9021           | 0.6820             | 0.4527          | -68.4018       | -69.8057     | -1.7405         | -1.8685       |
+
+
+### Framework versions
+
+- Transformers 4.41.2
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T",
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 2048,
+  "initializer_range": 0.02,
+  "intermediate_size": 5632,
+  "max_position_embeddings": 2048,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 22,
+  "num_key_value_heads": 4,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.41.2",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "max_length": 2048,
+  "pad_token_id": 0,
+  "transformers_version": "4.41.2"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
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+size 2200119864

special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "[PAD]",
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.model

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tokenizer_config.json

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+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": false,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

training_args.bin

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+size 5240