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Model: tartuNLP/Llama-2-7b-Ukrainian
Source: Original Platform

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README.md

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+---
+library_name: transformers
+license: llama2
+datasets:
+- uonlp/CulturaX
+language:
+- uk
+- en
+pipeline_tag: text-generation
+base_model:
+- meta-llama/Llama-2-7b-hf
+---
+
+# Llama-2-7b-Ukrainian
+
+## Model Details
+
+### Model Description
+
+Llama-2-7b-Ukrainian is a bilingual pre-trained model supporting Ukrainian and English. 
+Continued pre-training from [Llama-2-7b](https://huggingface.co/meta-llama/Llama-2-7b-hf) on 5B tokens 
+consisting of 75% Ukrainian documents and 25% English documents from [CulturaX](https://huggingface.co/datasets/uonlp/CulturaX).
+
+**Paper:** [To Err Is Human, but Llamas Can Learn It Too](https://arxiv.org/abs/2403.05493)
+
+
+### Training Hyperparameters
+| Hyperparameter  | Value  |
+|---|---|
+| Training steps | 19080 |
+| Batch size | 256 |
+| Weight decay  | 0.1  |
+| Context length  | 1024  |
+| Learning rate  | 2e-5 linear decay to 2e-6 |
+| Precision  | bf16 |
+| Optimizer  | AdamW |
+
+
+
+## Citation
+
+**BibTeX:**
+```
+@article{luhtaru2024err,
+  title={To Err Is Human, but Llamas Can Learn It Too},
+  author={Luhtaru, Agnes and Purason, Taido and Vainikko, Martin and Del, Maksym and Fishel, Mark},
+  journal={arXiv preprint arXiv:2403.05493},
+  year={2024}
+}
+```

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
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+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.1",
+  "use_cache": false,
+  "vocab_size": 32000
+}

generation_config.json

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+  "eos_token_id": 2,
+  "max_length": 4096,
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+  "return_dict": true,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.39.1",
+  "use_cache": false
+}

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