Upload folder using huggingface_hub

.gitattributes

@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+MiniCPM4-8B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

MiniCPM4-8B-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a5e0cf55d1304d1c4ffe30a5bc3af0461925644d147af965a33af27cd6a3c84
+size 3117024320

MiniCPM4-8B-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf28e7e4f8ebad9b2845e5ba29ce27f30a189427d9e9f9c464d8263088a6359f
+size 4337974592

MiniCPM4-8B-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a51726ea8e5f41320a1b57e26ee0f028b55502c6628190ffc678af006d45817
+size 4015275328

MiniCPM4-8B-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a581d4d77949150dda4359af56ce2e91dcf4728cee8ecce01ec7f30abcf8a1e0
+size 3637263680

MiniCPM4-8B-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f723f9b6fff2bad16c647476d095f7bd51a605a6096e83e7b5f63b95ed3372a0
+size 4684376640

MiniCPM4-8B-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccb5f071bf493b73029cbf190344cec01a599fafcc22e80de6361c396ddac07b
+size 4965526080

MiniCPM4-8B-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2b0458171158252591d672aa7c5474e5289377c16e0c49ebaae9d33773b2b1fa
+size 4718455360

MiniCPM4-8B-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79da5fc9841564a1d26fb16f23a45f294e3192a3dd8754d64afc64fe0b7dcfd3
+size 5669894720

MiniCPM4-8B-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1da1b730e154cff7413a6cd802324e5c9d75d7be9e17f3a800d5ecf67f405fb8
+size 5814729280

MiniCPM4-8B-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e525730ed602154b7fc3999ba0ed0a55dfe032696686c4c2e24e0a5f193e23c
+size 5669894720

MiniCPM4-8B-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39d0feee2fcd3e70def08fc52bb3ef234c9ea041b628c46d06e8138d2474adb4
+size 6717007680

MiniCPM4-8B-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:54bc78f66953d50e0c1a18bab8db71a283ebd7e366178f79d415388990a8adcc
+size 8699309376

README.md

@@ -0,0 +1,153 @@
+---
+license: apache-2.0
+language:
+- zh
+- en
+pipeline_tag: text-generation
+library_name: transformers
+base_model: openbmb/MiniCPM4-8B
+tags:
+- TensorBlock
+- GGUF
+---
+
+<div style="width: auto; margin-left: auto; margin-right: auto">
+<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
+</div>
+
+[![Website](https://img.shields.io/badge/Website-tensorblock.co-blue?logo=google-chrome&logoColor=white)](https://tensorblock.co)
+[![Twitter](https://img.shields.io/twitter/follow/tensorblock_aoi?style=social)](https://twitter.com/tensorblock_aoi)
+[![Discord](https://img.shields.io/badge/Discord-Join%20Us-5865F2?logo=discord&logoColor=white)](https://discord.gg/Ej5NmeHFf2)
+[![GitHub](https://img.shields.io/badge/GitHub-TensorBlock-black?logo=github&logoColor=white)](https://github.com/TensorBlock)
+[![Telegram](https://img.shields.io/badge/Telegram-Group-blue?logo=telegram)](https://t.me/TensorBlock)
+
+
+## openbmb/MiniCPM4-8B - GGUF
+
+<div style="text-align: left; margin: 20px 0;">
+    <a href="https://discord.com/invite/Ej5NmeHFf2" style="display: inline-block; padding: 10px 20px; background-color: #5865F2; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
+        Join our Discord to learn more about what we're building ↗
+    </a>
+</div>
+
+This repo contains GGUF format model files for [openbmb/MiniCPM4-8B](https://huggingface.co/openbmb/MiniCPM4-8B).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b5753](https://github.com/ggml-org/llama.cpp/commit/73e53dc834c0a2336cd104473af6897197b96277).
+
+## Our projects
+<table border="1" cellspacing="0" cellpadding="10">
+  <tr>
+    <th colspan="2" style="font-size: 25px;">Forge</th>
+  </tr>
+  <tr>
+    <th colspan="2">
+      <img src="https://imgur.com/faI5UKh.jpeg" alt="Forge Project" width="900"/>
+    </th>
+  </tr>
+  <tr>
+    <th colspan="2">An OpenAI-compatible multi-provider routing layer.</th>
+  </tr>
+  <tr>
+    <th colspan="2">
+      <a href="https://github.com/TensorBlock/forge" target="_blank" style="
+        display: inline-block;
+        padding: 8px 16px;
+        background-color: #FF7F50;
+        color: white;
+        text-decoration: none;
+        border-radius: 6px;
+        font-weight: bold;
+        font-family: sans-serif;
+      ">🚀 Try it now! 🚀</a>
+    </th>
+  </tr>
+
+  <tr>
+    <th style="font-size: 25px;">Awesome MCP Servers</th>
+    <th style="font-size: 25px;">TensorBlock Studio</th>
+  </tr>
+  <tr>
+    <th><img src="https://imgur.com/2Xov7B7.jpeg" alt="MCP Servers" width="450"/></th>
+    <th><img src="https://imgur.com/pJcmF5u.jpeg" alt="Studio" width="450"/></th>
+  </tr>
+  <tr>
+    <th>A comprehensive collection of Model Context Protocol (MCP) servers.</th>
+    <th>A lightweight, open, and extensible multi-LLM interaction studio.</th>
+  </tr>
+  <tr>
+    <th>
+      <a href="https://github.com/TensorBlock/awesome-mcp-servers" target="_blank" style="
+        display: inline-block;
+        padding: 8px 16px;
+        background-color: #FF7F50;
+        color: white;
+        text-decoration: none;
+        border-radius: 6px;
+        font-weight: bold;
+        font-family: sans-serif;
+      ">👀 See what we built 👀</a>
+    </th>
+    <th>
+      <a href="https://github.com/TensorBlock/TensorBlock-Studio" target="_blank" style="
+        display: inline-block;
+        padding: 8px 16px;
+        background-color: #FF7F50;
+        color: white;
+        text-decoration: none;
+        border-radius: 6px;
+        font-weight: bold;
+        font-family: sans-serif;
+      ">👀 See what we built 👀</a>
+    </th>
+  </tr>
+</table>
+
+## Prompt template
+
+```
+<|im_start|>system
+{system_prompt}<|im_end|>
+<|im_start|>user
+{prompt}<|im_end|>
+<|im_start|>assistant
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [MiniCPM4-8B-Q2_K.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q2_K.gguf) | Q2_K | 3.117 GB | smallest, significant quality loss - not recommended for most purposes |
+| [MiniCPM4-8B-Q3_K_S.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q3_K_S.gguf) | Q3_K_S | 3.637 GB | very small, high quality loss |
+| [MiniCPM4-8B-Q3_K_M.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q3_K_M.gguf) | Q3_K_M | 4.015 GB | very small, high quality loss |
+| [MiniCPM4-8B-Q3_K_L.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q3_K_L.gguf) | Q3_K_L | 4.338 GB | small, substantial quality loss |
+| [MiniCPM4-8B-Q4_0.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q4_0.gguf) | Q4_0 | 4.684 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [MiniCPM4-8B-Q4_K_S.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q4_K_S.gguf) | Q4_K_S | 4.718 GB | small, greater quality loss |
+| [MiniCPM4-8B-Q4_K_M.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q4_K_M.gguf) | Q4_K_M | 4.966 GB | medium, balanced quality - recommended |
+| [MiniCPM4-8B-Q5_0.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q5_0.gguf) | Q5_0 | 5.670 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [MiniCPM4-8B-Q5_K_S.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q5_K_S.gguf) | Q5_K_S | 5.670 GB | large, low quality loss - recommended |
+| [MiniCPM4-8B-Q5_K_M.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q5_K_M.gguf) | Q5_K_M | 5.815 GB | large, very low quality loss - recommended |
+| [MiniCPM4-8B-Q6_K.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q6_K.gguf) | Q6_K | 6.717 GB | very large, extremely low quality loss |
+| [MiniCPM4-8B-Q8_0.gguf](https://huggingface.co/tensorblock/openbmb_MiniCPM4-8B-GGUF/blob/main/MiniCPM4-8B-Q8_0.gguf) | Q8_0 | 8.699 GB | very large, extremely low quality loss - not recommended |
+
+
+## Downloading instruction
+
+### Command line
+
+Firstly, install Huggingface Client
+
+```shell
+pip install -U "huggingface_hub[cli]"
+```
+
+Then, downoad the individual model file the a local directory
+
+```shell
+huggingface-cli download tensorblock/openbmb_MiniCPM4-8B-GGUF --include "MiniCPM4-8B-Q2_K.gguf" --local-dir MY_LOCAL_DIR
+```
+
+If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
+
+```shell
+huggingface-cli download tensorblock/openbmb_MiniCPM4-8B-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```