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Model: QuietImpostor/Llama-3.1-Mini-Instruct Source: Original Platform
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README.md
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---
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language:
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- en
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license: apache-2.0
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tags:
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- text-generation-inference
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- transformers
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- unsloth
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- llama
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- trl
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- sft
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---
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# Llama 3.1 Mini - LoRA Finetuned
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## Model Description
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This model is a LoRA-finetuned version of the Llama 3.1 Mini model, which is a pruned variant of the Llama 3.1 8B model. The original Llama 3.1 Mini was created by pruning the larger model to approximately 3 billion parameters, and this version has been further adapted using Low-Rank Adaptation (LoRA) to enhance its capabilities.
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## Limitations
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Please note that this model, like its base version, may exhibit biases present in its training data and should be used with appropriate care and consideration.
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## Training Data
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The base model (Llama 3.1 Mini) was trained on my personal Claude 3 Opus and Claude 3.5 Sonnet dataset, with some synthetic pairs added on with Gemma 2 9B it being the user, and Llama 3 70B through Groq being the assistant. I have also used Guanaco alongside everything else.
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## License
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Llama 3.1
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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config.json
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{
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"_name_or_path": "QuietImpostor/Llama-3.1-Mini",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 9,
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"num_key_value_heads": 8,
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"pad_token_id": 128255,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": {
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"factor": 8.0,
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"low_freq_factor": 1.0,
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"rope_type": "llama3"
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},
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"rope_theta": 500000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.43.3",
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"unsloth_version": "2024.8",
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"use_cache": true,
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"vocab_size": 128256
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}
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"transformers_version": "4.43.3"
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}
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special_tokens_map.json
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{
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"bos_token": {
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