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--- |
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license: mit |
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license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE |
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language: |
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- en |
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widget: |
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- text: Hello who are you? |
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example_title: Identity |
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- text: What can you do? |
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example_title: Capabilities |
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- text: Create a fastapi endpoint to retrieve the weather given a zip code. |
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example_title: Coding |
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tags: |
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- convAI |
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- conversational |
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pipeline_tag: text-generation |
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inference: false |
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--- |
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<!-- description start --> |
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# Phi-2 Super (SFT + cDPO) |
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- **Model creator:** [Anton Bacaj](https://huggingface.co/abacaj) |
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- **Original model:** [Phi-2 Super](https://huggingface.co/abacaj/phi-2-super) |
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## Description |
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This repo contains GGUF format model files for [abacaj's Phi-2 Super](https://huggingface.co/abacaj/phi-2-super) |
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## Quantization types |
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Since the model is relatively very small, I recommend the larger quantizations. |
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| quantization method | bits |description | recommended | |
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|---------------------|------|-----------------------------------------------------|-------------| |
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| Q2_K | 2 |smallest, significant quality loss | ❌ | |
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| Q3_K_S | 3 |very small, high quality loss | ❌ | |
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| Q3_K_M | 3 | very small, high quality loss | ❌ | |
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| Q3_K_L | 3 |small, substantial quality loss | ❌ | |
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| Q4_0 | 4 | legacy; small, very high quality loss | ❌ | |
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| Q4_K_M | 4 | medium, balanced quality | ❌ | |
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| Q5_0 | 5 | legacy; medium, balanced quality | ❌ | |
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| Q5_K_S | 5 | large, low quality loss | ✅ | |
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| Q5_K_M | 5 | large, very low quality loss | ✅ | |
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| Q6_K | 6 | very large, extremely low quality loss | ❌ | |
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| Q8_0 | 8 | very large, extremely low quality loss | ❌ | |
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| FP16 | 16 | enormous, negligible quality loss | ❌ | |
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### Phi-2-super (SFT + cDPO) |
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Base Model: [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) |
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### Chat template |
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The model uses the same chat template as found in Mistral instruct models: |
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```python |
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text = "<|endoftext|>[INST] What is your favourite condiment? [/INST]" |
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"Well, I'm quite partial to a good squeeze of fresh lemon juice. It adds just the right amount of zesty flavour to whatever I'm cooking up in the kitchen!<|endoftext|> " |
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"[INST] Do you have mayonnaise recipes? [/INST]" |
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``` |
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### MT-bench / heval |
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<!-- description end --> |
