richarderkhov/ruggsea_-_llama3-stanford-encyclopedia-philosophy-qa-gguf overview

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    "summary": "This model is a Qlora finetune of meta-llama/Meta-Llama-3-8B on the Stanford Encyclopedia of Philosophy-instruct dataset. It is meant for answering philosophical questions in a more formal tone.",
    "quick_links": [],
    "benchmark_table_html": "",
    "readme_markdown": "Quantization made by Richard Erkhov.\n\n[Github](https://github.com/RichardErkhov)\n\n[Discord](https://discord.gg/pvy7H8DZMG)\n\n[Request more models](https://github.com/RichardErkhov/quant_request)\n\n\nLlama3-stanford-encyclopedia-philosophy-QA - GGUF\n- Model creator: https://huggingface.co/ruggsea/\n- Original model: https://huggingface.co/ruggsea/Llama3-stanford-encyclopedia-philosophy-QA/\n\n\n| Name | Quant method | Size |\n| ---- | ---- | ---- |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q2_K.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q2_K.gguf) | Q2_K | 2.96GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.IQ3_XS.gguf) | IQ3_XS | 3.28GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.IQ3_S.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.IQ3_S.gguf) | IQ3_S | 3.43GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_S.gguf) | Q3_K_S | 3.41GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.IQ3_M.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.IQ3_M.gguf) | IQ3_M | 3.52GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q3_K.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q3_K.gguf) | Q3_K | 3.74GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_M.gguf) | Q3_K_M | 3.74GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q3_K_L.gguf) | Q3_K_L | 4.03GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.IQ4_XS.gguf) | IQ4_XS | 4.18GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q4_0.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q4_0.gguf) | Q4_0 | 4.34GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.IQ4_NL.gguf) | IQ4_NL | 4.38GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q4_K_S.gguf) | Q4_K_S | 4.37GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q4_K.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q4_K.gguf) | Q4_K | 4.58GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q4_K_M.gguf) | Q4_K_M | 4.58GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q4_1.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q4_1.gguf) | Q4_1 | 4.78GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q5_0.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q5_0.gguf) | Q5_0 | 5.21GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q5_K_S.gguf) | Q5_K_S | 5.21GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q5_K.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q5_K.gguf) | Q5_K | 5.34GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q5_K_M.gguf) | Q5_K_M | 5.34GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q5_1.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q5_1.gguf) | Q5_1 | 5.65GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q6_K.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q6_K.gguf) | Q6_K | 6.14GB |\n| [Llama3-stanford-encyclopedia-philosophy-QA.Q8_0.gguf](https://huggingface.co/RichardErkhov/ruggsea_-_Llama3-stanford-encyclopedia-philosophy-QA-gguf/blob/main/Llama3-stanford-encyclopedia-philosophy-QA.Q8_0.gguf) | Q8_0 | 7.95GB |\n\n\n\n\nOriginal model description:\n---\nlanguage:\n- en\nlicense: other\ntags:\n- trl\n- sft\n- generated_from_trainer\nbase_model: meta-llama/Meta-Llama-3-8B-Instruct\npipeline_tag: text-generation\nmodel-index:\n- name: Llama3-stanford-encyclopedia-philosophy-QA\n  results: []\n---\n\n<!-- This model card has been generated automatically according to the information the Trainer had access to. You\nshould probably proofread and complete it, then remove this comment. -->\n\n# Llama3-stanford-encyclopedia-philosophy-QA\n\nThis model is a Qlora finetune of [meta-llama/Meta-Llama-3-8B](https://huggingface.co/meta-llama/Meta-Llama-3-8B) on the [Stanford Encyclopedia of Philosophy-instruct](https://huggingface.co/datasets/ruggsea/stanford-encyclopedia-of-philosophy_instruct) dataset. It is meant for answering philosophical questions in a more formal tone.\n\n## Model description\n\nThe model was trained with the following system prompt:\n```\n\"You are an expert and informative yet accessible Philosophy university professor. Students will pose you philosophical questions, answer them in a correct and rigorous but not to obscure way.\"\n```  \n\nFurthermore, the chat dataset was formatted using the following chat format:\n```\n<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{{ system_prompt }}<|eot_id|><|start_header_id|>user<|end_header_id|>\n\n{{ user_message }}<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n```\n\n### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- gradient_accumulation_steps: 4\n- total_train_batch_size: 32\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: constant\n- lr_scheduler_warmup_ratio: 0.03\n- num_epochs: 3\n\n### Training results\n\n\n\n### Framework versions\n\n- PEFT 0.10.0\n- Transformers 4.40.1\n- Pytorch 2.2.2+cu121\n- Datasets 2.19.0\n- Tokenizers 0.19.1\n\n",
    "related_quantizations": []
  },
  "tags": [
    "gguf",
    "endpoints_compatible",
    "region:us",
    "conversational"
  ],
  "likes": 0,
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  "last_modified": "2024-10-06T11:04:17.000Z",
  "created_at": "2024-10-06T03:50:39.000Z",
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