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Model: afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF Source: Original Platform
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phi-2-sft-alpaca_gpt4_en-ep1.fp16.gguf filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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base_model: Yhyu13/phi-2-sft-alpaca_gpt4_en-ep1
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inference: false
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license: other
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license_link: https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE
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license_name: microsoft-research-license
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model_creator: Yhyu13
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model_name: phi-2-sft-alpaca_gpt4_en-ep1
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pipeline_tag: text-generation
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quantized_by: afrideva
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tags:
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- gguf
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- ggml
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- quantized
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- q2_k
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- q3_k_m
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- q4_k_m
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- q5_k_m
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- q6_k
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- q8_0
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---
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# Yhyu13/phi-2-sft-alpaca_gpt4_en-ep1-GGUF
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Quantized GGUF model files for [phi-2-sft-alpaca_gpt4_en-ep1](https://huggingface.co/Yhyu13/phi-2-sft-alpaca_gpt4_en-ep1) from [Yhyu13](https://huggingface.co/Yhyu13)
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| Name | Quant method | Size |
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| ---- | ---- | ---- |
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| [phi-2-sft-alpaca_gpt4_en-ep1.fp16.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.fp16.gguf) | fp16 | 5.56 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q2_k.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q2_k.gguf) | q2_k | 1.17 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q3_k_m.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q3_k_m.gguf) | q3_k_m | 1.48 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q4_k_m.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q4_k_m.gguf) | q4_k_m | 1.79 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q5_k_m.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q5_k_m.gguf) | q5_k_m | 2.07 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q6_k.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q6_k.gguf) | q6_k | 2.29 GB |
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| [phi-2-sft-alpaca_gpt4_en-ep1.q8_0.gguf](https://huggingface.co/afrideva/phi-2-sft-alpaca_gpt4_en-ep1-GGUF/resolve/main/phi-2-sft-alpaca_gpt4_en-ep1.q8_0.gguf) | q8_0 | 2.96 GB |
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## Original Model Card:
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This is the merged model for LoRA https://huggingface.co/Yhyu13/phi-2-sft-alpaca_gpt4_en-ep1-lora
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---
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From this
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https://huggingface.co/microsoft/phi-2/discussions/38
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Since phi2 requires remote code which HF open llm leaderboard would not accept at this moment,
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I ran phi2 and my sft to the AlpcaEval benchmark
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https://tatsu-lab.github.io/alpaca_eval/
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Here is result evaluated by chatpgpt https://github.com/tatsu-lab/alpaca_eval/pull/183
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```
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win_rate standard_error n_total avg_length
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gpt4 73.79 1.54 805 1365
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claude 70.37 1.60 805 1082
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chatgpt 66.09 1.66 805 811
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wizardlm-13b 65.16 1.67 805 985
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vicuna-13b 64.10 1.69 805 1037
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guanaco-65b 62.36 1.71 805 1249
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oasst-rlhf-llama-33b 62.05 1.71 805 1079
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alpaca-farm-ppo-human 60.25 1.72 805 803
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falcon-40b-instruct 56.52 1.74 805 662
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phi-2-alpaca-gpt4(new) 54.23 1.75 804 1138
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text_davinci_003 50.00 0.00 805 307
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alpaca-7b 45.22 1.74 805 396
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phi-2(new) 43.79 1.74 805 924
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text_davinci_001 28.07 1.56 805 296
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```
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It could be a milestone for small models, we finally have one open model can run for everyone which surpass GPT3.5!
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phi-2-sft-alpaca_gpt4_en-ep1.fp16.gguf
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phi-2-sft-alpaca_gpt4_en-ep1.q2_k.gguf
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size 1173610336
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phi-2-sft-alpaca_gpt4_en-ep1.q3_k_m.gguf
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phi-2-sft-alpaca_gpt4_en-ep1.q4_k_m.gguf
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size 1789239136
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phi-2-sft-alpaca_gpt4_en-ep1.q5_k_m.gguf
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phi-2-sft-alpaca_gpt4_en-ep1.q6_k.gguf
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phi-2-sft-alpaca_gpt4_en-ep1.q8_0.gguf
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version https://git-lfs.github.com/spec/v1
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oid sha256:f3c45fc5ccbf25f79da5a982541cdbb868949a4417868bb5448d74d7bc4a8a8c
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size 2958032736
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