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
+neural-chat-7b-v3-2-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+neural-chat-7b-v3-2-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,118 @@
+---
+license: apache-2.0
+tags:
+- LLMs
+- mistral
+- math
+- Intel
+- TensorBlock
+- GGUF
+datasets:
+- meta-math/MetaMathQA
+language:
+- en
+base_model: Intel/neural-chat-7b-v3-2
+model-index:
+- name: neural-chat-7b-v3-2
+  results:
+  - task:
+      type: Large Language Model
+      name: Large Language Model
+    dataset:
+      name: meta-math/MetaMathQA
+      type: meta-math/MetaMathQA
+    metrics:
+    - type: ARC (25-shot)
+      value: 67.49
+      name: ARC (25-shot)
+      verified: true
+    - type: HellaSwag (10-shot)
+      value: 83.92
+      name: HellaSwag (10-shot)
+      verified: true
+    - type: MMLU (5-shot)
+      value: 63.55
+      name: MMLU (5-shot)
+      verified: true
+    - type: TruthfulQA (0-shot)
+      value: 59.68
+      name: TruthfulQA (0-shot)
+      verified: true
+    - type: Winogrande (5-shot)
+      value: 79.95
+      name: Winogrande (5-shot)
+      verified: true
+    - type: GSM8K (5-shot)
+      value: 55.12
+      name: GSM8K (5-shot)
+      verified: true
+---
+
+<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>
+<div style="display: flex; justify-content: space-between; width: 100%;">
+    <div style="display: flex; flex-direction: column; align-items: flex-start;">
+        <p style="margin-top: 0.5em; margin-bottom: 0em;">
+            Feedback and support: TensorBlock's  <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
+        </p>
+    </div>
+</div>
+
+## Intel/neural-chat-7b-v3-2 - GGUF
+
+This repo contains GGUF format model files for [Intel/neural-chat-7b-v3-2](https://huggingface.co/Intel/neural-chat-7b-v3-2).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4242](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
+
+<div style="text-align: left; margin: 20px 0;">
+    <a href="https://tensorblock.co/waitlist/client" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
+        Run them on the TensorBlock client using your local machine ↗
+    </a>
+</div>
+
+## Prompt template
+
+```
+
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [neural-chat-7b-v3-2-Q2_K.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q2_K.gguf) | Q2_K | 2.719 GB | smallest, significant quality loss - not recommended for most purposes |
+| [neural-chat-7b-v3-2-Q3_K_S.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q3_K_S.gguf) | Q3_K_S | 3.165 GB | very small, high quality loss |
+| [neural-chat-7b-v3-2-Q3_K_M.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q3_K_M.gguf) | Q3_K_M | 3.519 GB | very small, high quality loss |
+| [neural-chat-7b-v3-2-Q3_K_L.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q3_K_L.gguf) | Q3_K_L | 3.822 GB | small, substantial quality loss |
+| [neural-chat-7b-v3-2-Q4_0.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q4_0.gguf) | Q4_0 | 4.109 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [neural-chat-7b-v3-2-Q4_K_S.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q4_K_S.gguf) | Q4_K_S | 4.140 GB | small, greater quality loss |
+| [neural-chat-7b-v3-2-Q4_K_M.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q4_K_M.gguf) | Q4_K_M | 4.368 GB | medium, balanced quality - recommended |
+| [neural-chat-7b-v3-2-Q5_0.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q5_0.gguf) | Q5_0 | 4.998 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [neural-chat-7b-v3-2-Q5_K_S.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q5_K_S.gguf) | Q5_K_S | 4.998 GB | large, low quality loss - recommended |
+| [neural-chat-7b-v3-2-Q5_K_M.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q5_K_M.gguf) | Q5_K_M | 5.131 GB | large, very low quality loss - recommended |
+| [neural-chat-7b-v3-2-Q6_K.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q6_K.gguf) | Q6_K | 5.942 GB | very large, extremely low quality loss |
+| [neural-chat-7b-v3-2-Q8_0.gguf](https://huggingface.co/tensorblock/neural-chat-7b-v3-2-GGUF/blob/main/neural-chat-7b-v3-2-Q8_0.gguf) | Q8_0 | 7.696 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/neural-chat-7b-v3-2-GGUF --include "neural-chat-7b-v3-2-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/neural-chat-7b-v3-2-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

neural-chat-7b-v3-2-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:271edb6405ac7d0c8f144e8b38b751697397b6f0699f94cfe9cd374d81add0d8
+size 2719242560

neural-chat-7b-v3-2-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:976bed3f407e10e29db9cbf95c29fcc0858cf5f4c5a8383a3f4155f08cd91865
+size 3822025024

neural-chat-7b-v3-2-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e78355fafd7e21b0e11f442953d3981b582af50bde7d810f5d0dd7417882e875
+size 3518986560

neural-chat-7b-v3-2-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:942614571234fc846171dc40acff72086f8b8006df9ac202d6af028e81e5b617
+size 3164567872

neural-chat-7b-v3-2-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:733179c6d9551f81b86a9201362f22ac393a19022f3791e0e3c1dbe6de7afef7
+size 4108917056

neural-chat-7b-v3-2-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90956b182e37eee57d1e0027ea0f4049535f266dae064cd013a9534f15431cb
+size 4368439616

neural-chat-7b-v3-2-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:859789faf0852445a9183cf4ef5db1587f03c98ba143d87f5fefc98b5596cb3b
+size 4140374336

neural-chat-7b-v3-2-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0329fc1289ed836d4388163b9c61f09e3488f9204b2dc6a3e82dff33bee05e36
+size 4997716288

neural-chat-7b-v3-2-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71bf71aaafda21b1ed51ba684e592d7a73a6c75960a77709596bd8844e9c2278
+size 5131409728

neural-chat-7b-v3-2-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac71185176db65768bf8593fffe4dee9f13e17a34c2490bd3032ea877d45b5e6
+size 4997716288

neural-chat-7b-v3-2-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f40f0a277b20ed299d05534f1dabb01a32ddc29abf1cbe8f7eb56d4bb28aa08d
+size 5942065472

neural-chat-7b-v3-2-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1bc0ea57f64e43242c64f83c35e8b772674e018f0dec331310c55d79bb351b44
+size 7695857984