commit 13608276fa9b1551c3cd87309d89e0d11908e14c Author: ModelHub XC Date: Mon Sep 7 22:59:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: brittlewis12/Phi-3-mini-4k-instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..80db3ba --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs 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sha256:a8add4e97cd4e5e494d0bc2156b8a503a289100fe7ae556625708adb458b323f +size 2232597 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7d75223 --- /dev/null +++ b/README.md @@ -0,0 +1,112 @@ +--- +base_model: microsoft/Phi-3-mini-4k-instruct +inference: false +license: mit +license_link: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE +language: +- en +pipeline_tag: text-generation +tags: +- nlp +- code +model_creator: microsoft +model_name: Phi-3-mini-4k-instruct +model_type: phi3 +quantized_by: brittlewis12 +--- + +# Phi 3 Mini 4K Instruct GGUF + +***Updated with Microsoft’s [latest model changes](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/commit/4f818b18e097c9ae8f93a29a57027cad54b75304) as of July 21, 2024*** + +**Original model**: [Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct) + +**Model creator**: [Microsoft](https://huggingface.co/microsoft) + +This repo contains GGUF format model files for Microsoft’s Phi 3 Mini 4K Instruct. + +> The Phi-3-Mini-4K-Instruct is a 3.8B parameters, lightweight, state-of-the-art open model trained with the Phi-3 datasets that includes both synthetic data and the filtered publicly available websites data with a focus on high-quality and reasoning dense properties. + +Learn more on Microsoft’s [Model page](https://azure.microsoft.com/en-us/blog/introducing-phi-3-redefining-whats-possible-with-slms/). + +### What is GGUF? + +GGUF is a file format for representing AI models. It is the third version of the format, +introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. +Converted with llama.cpp build 3432 (revision [45f2c19](https://github.com/ggerganov/llama.cpp/commit/45f2c19cc57286eead7b232ce8028273a817aa4d)), +using [autogguf](https://github.com/brittlewis12/autogguf). + +### Prompt template + +``` +<|system|> +{{system_prompt}}<|end|> +<|user|> +{{prompt}}<|end|> +<|assistant|> + +``` + +--- + +## Download & run with [cnvrs](https://twitter.com/cnvrsai) on iPhone, iPad, and Mac! + +![cnvrs.ai](https://pbs.twimg.com/profile_images/1744049151241797632/0mIP-P9e_400x400.jpg) + +[cnvrs](https://testflight.apple.com/join/sFWReS7K) is the best app for private, local AI on your device: +- create & save **Characters** with custom system prompts & temperature settings +- download and experiment with any **GGUF model** you can [find on HuggingFace](https://huggingface.co/models?library=gguf)! +- make it your own with custom **Theme colors** +- powered by Metal ⚡️ & [Llama.cpp](https://github.com/ggerganov/llama.cpp), with **haptics** during response streaming! +- **try it out** yourself today, on [Testflight](https://testflight.apple.com/join/sFWReS7K)! +- follow [cnvrs on twitter](https://twitter.com/cnvrsai) to stay up to date + +--- + +## Original Model Evaluation + +Comparison of July update vs original April release: + +| Benchmarks | Original | June 2024 Update | +|------------|----------|------------------| +| Instruction Extra Hard | 5.7 | 6.0 | +| Instruction Hard | 4.9 | 5.1 | +| Instructions Challenge | 24.6 | 42.3 | +| JSON Structure Output | 11.5 | 52.3 | +| XML Structure Output | 14.4 | 49.8 | +| GPQA | 23.7 | 30.6 | +| MMLU | 68.8 | 70.9 | +| **Average** | **21.9** | **36.7** | + + +--- + +### Original April release + +> As is now standard, we use few-shot prompts to evaluate the models, at temperature 0. +> The prompts and number of shots are part of a Microsoft internal tool to evaluate language models, and in particular we did no optimization to the pipeline for Phi-3. +> More specifically, we do not change prompts, pick different few-shot examples, change prompt format, or do any other form of optimization for the model. +> +> The number of k–shot examples is listed per-benchmark. + +| | Phi-3-Mini-4K-In
3.8b | Phi-2
2.7b | Mistral
7b | Gemma
7b | Llama-3-In
8b | Mixtral
8x7b | GPT-3.5
version 1106 | +|---|---|---|---|---|---|---|---| +| MMLU
5-Shot | 68.8 | 56.3 | 61.7 | 63.6 | 66.5 | 68.4 | 71.4 | +| HellaSwag
5-Shot | 76.7 | 53.6 | 58.5 | 49.8 | 71.1 | 70.4 | 78.8 | +| ANLI
7-Shot | 52.8 | 42.5 | 47.1 | 48.7 | 57.3 | 55.2 | 58.1 | +| GSM-8K
0-Shot; CoT | 82.5 | 61.1 | 46.4 | 59.8 | 77.4 | 64.7 | 78.1 | +| MedQA
2-Shot | 53.8 | 40.9 | 49.6 | 50.0 | 60.5 | 62.2 | 63.4 | +| AGIEval
0-Shot | 37.5 | 29.8 | 35.1 | 42.1 | 42.0 | 45.2 | 48.4 | +| TriviaQA
5-Shot | 64.0 | 45.2 | 72.3 | 75.2 | 67.7 | 82.2 | 85.8 | +| Arc-C
10-Shot | 84.9 | 75.9 | 78.6 | 78.3 | 82.8 | 87.3 | 87.4 | +| Arc-E
10-Shot | 94.6 | 88.5 | 90.6 | 91.4 | 93.4 | 95.6 | 96.3 | +| PIQA
5-Shot | 84.2 | 60.2 | 77.7 | 78.1 | 75.7 | 86.0 | 86.6 | +| SociQA
5-Shot | 76.6 | 68.3 | 74.6 | 65.5 | 73.9 | 75.9 | 68.3 | +| BigBench-Hard
0-Shot | 71.7 | 59.4 | 57.3 | 59.6 | 51.5 | 69.7 | 68.32 | +| WinoGrande
5-Shot | 70.8 | 54.7 | 54.2 | 55.6 | 65 | 62.0 | 68.8 | +| OpenBookQA
10-Shot | 83.2 | 73.6 | 79.8 | 78.6 | 82.6 | 85.8 | 86.0 | +| BoolQ
0-Shot | 77.6 | -- | 72.2 | 66.0 | 80.9 | 77.6 | 79.1 | +| CommonSenseQA
10-Shot | 80.2 | 69.3 | 72.6 | 76.2 | 79 | 78.1 | 79.6 | +| TruthfulQA
10-Shot | 65.0 | -- | 52.1 | 53.0 | 63.2 | 60.1 | 85.8 | +| HumanEval
0-Shot | 59.1 | 47.0 | 28.0 | 34.1 | 60.4 | 37.8 | 62.2 | +| MBPP
3-Shot | 53.8 | 60.6 | 50.8 | 51.5 | 67.7 | 60.2 | 77.8 | diff --git a/phi-3-mini-4k-instruct.IQ1_M.gguf b/phi-3-mini-4k-instruct.IQ1_M.gguf new file mode 100644 index 0000000..498c5c3 --- /dev/null +++ b/phi-3-mini-4k-instruct.IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd96028169dd5552ef46b17a2a5b299b453d6c446ab4ef6e7ee9629f453e138d +size 917106816 diff --git a/phi-3-mini-4k-instruct.IQ1_S.gguf b/phi-3-mini-4k-instruct.IQ1_S.gguf new file mode 100644 index 0000000..64d624e --- /dev/null +++ b/phi-3-mini-4k-instruct.IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ee273fef5d2fa1fd2b5dd1303af4fa070e3a6aac7b9bf73dfc71da83108e005 +size 841609344 diff --git a/phi-3-mini-4k-instruct.IQ2_M.gguf b/phi-3-mini-4k-instruct.IQ2_M.gguf new file mode 100644 index 0000000..d915378 --- /dev/null +++ b/phi-3-mini-4k-instruct.IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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