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
+granite-20b-code-base-8k-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+granite-20b-code-base-8k-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,163 @@
+---
+pipeline_tag: text-generation
+inference: true
+license: apache-2.0
+datasets:
+- codeparrot/github-code-clean
+- bigcode/starcoderdata
+- open-web-math/open-web-math
+- math-ai/StackMathQA
+metrics:
+- code_eval
+library_name: transformers
+tags:
+- code
+- granite
+- TensorBlock
+- GGUF
+base_model: ibm-granite/granite-20b-code-base-8k
+model-index:
+- name: granite-20b-code-base-8k
+  results:
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP
+      type: mbpp
+    metrics:
+    - type: pass@1
+      value: 43.8
+      name: pass@1
+  - task:
+      type: text-generation
+    dataset:
+      name: MBPP+
+      type: evalplus/mbppplus
+    metrics:
+    - type: pass@1
+      value: 51.6
+      name: pass@1
+  - task:
+      type: text-generation
+    dataset:
+      name: HumanEvalSynthesis(Python)
+      type: bigcode/humanevalpack
+    metrics:
+    - type: pass@1
+      value: 48.2
+      name: pass@1
+    - type: pass@1
+      value: 50.0
+      name: pass@1
+    - type: pass@1
+      value: 59.1
+      name: pass@1
+    - type: pass@1
+      value: 32.3
+      name: pass@1
+    - type: pass@1
+      value: 40.9
+      name: pass@1
+    - type: pass@1
+      value: 35.4
+      name: pass@1
+    - type: pass@1
+      value: 17.1
+      name: pass@1
+    - type: pass@1
+      value: 18.3
+      name: pass@1
+    - type: pass@1
+      value: 23.2
+      name: pass@1
+    - type: pass@1
+      value: 10.4
+      name: pass@1
+    - type: pass@1
+      value: 25.6
+      name: pass@1
+    - type: pass@1
+      value: 18.3
+      name: pass@1
+    - type: pass@1
+      value: 23.2
+      name: pass@1
+    - type: pass@1
+      value: 23.8
+      name: pass@1
+    - type: pass@1
+      value: 14.6
+      name: pass@1
+    - type: pass@1
+      value: 26.2
+      name: pass@1
+    - type: pass@1
+      value: 15.2
+      name: pass@1
+    - type: pass@1
+      value: 3.0
+      name: pass@1
+---
+
+<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>
+
+## ibm-granite/granite-20b-code-base-8k - GGUF
+
+This repo contains GGUF format model files for [ibm-granite/granite-20b-code-base-8k](https://huggingface.co/ibm-granite/granite-20b-code-base-8k).
+
+The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4011](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
+
+## Prompt template
+
+```
+
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [granite-20b-code-base-8k-Q2_K.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q2_K.gguf) | Q2_K | 7.385 GB | smallest, significant quality loss - not recommended for most purposes |
+| [granite-20b-code-base-8k-Q3_K_S.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q3_K_S.gguf) | Q3_K_S | 8.321 GB | very small, high quality loss |
+| [granite-20b-code-base-8k-Q3_K_M.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q3_K_M.gguf) | Q3_K_M | 9.841 GB | very small, high quality loss |
+| [granite-20b-code-base-8k-Q3_K_L.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q3_K_L.gguf) | Q3_K_L | 10.930 GB | small, substantial quality loss |
+| [granite-20b-code-base-8k-Q4_0.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q4_0.gguf) | Q4_0 | 10.759 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [granite-20b-code-base-8k-Q4_K_S.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q4_K_S.gguf) | Q4_K_S | 10.865 GB | small, greater quality loss |
+| [granite-20b-code-base-8k-Q4_K_M.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q4_K_M.gguf) | Q4_K_M | 11.940 GB | medium, balanced quality - recommended |
+| [granite-20b-code-base-8k-Q5_0.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q5_0.gguf) | Q5_0 | 13.054 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [granite-20b-code-base-8k-Q5_K_S.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q5_K_S.gguf) | Q5_K_S | 13.054 GB | large, low quality loss - recommended |
+| [granite-20b-code-base-8k-Q5_K_M.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q5_K_M.gguf) | Q5_K_M | 13.792 GB | large, very low quality loss - recommended |
+| [granite-20b-code-base-8k-Q6_K.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q6_K.gguf) | Q6_K | 15.492 GB | very large, extremely low quality loss |
+| [granite-20b-code-base-8k-Q8_0.gguf](https://huggingface.co/tensorblock/granite-20b-code-base-8k-GGUF/tree/main/granite-20b-code-base-8k-Q8_0.gguf) | Q8_0 | 20.006 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/granite-20b-code-base-8k-GGUF --include "granite-20b-code-base-8k-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/granite-20b-code-base-8k-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

granite-20b-code-base-8k-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f56d9e33f434d237e136418aca71a088e306639747a7457392f595fa90b2d47
+size 7929485152

granite-20b-code-base-8k-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0337ebd3199c88f32b694072946fca7ce8aef493ac4919d56f498135ce94428
+size 11736504160

granite-20b-code-base-8k-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79f3d24395a565793c70a29006a836ae0255cfd6d9d7b35a3f669a771701dd0d
+size 10566293344

granite-20b-code-base-8k-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b9fc585cec410bcdf1e342eaf75903d3566c4fb407646bd38d06d8bf770e613
+size 8934594400

granite-20b-code-base-8k-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34d7ac7b95ffa22d5e722f18b81e17d30aa92a95ce750219c0edaf7145f5360d
+size 11552479072

granite-20b-code-base-8k-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cedef153e05490bc88e292eb98e062f6dca5c08c9f90a0dde162b82b96f75d41
+size 12820207456

granite-20b-code-base-8k-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb24f107d7057eee6e2e66afad09633a1f9ad921bf8f40935a5cfc795369d34c
+size 11665725280

granite-20b-code-base-8k-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b6929d67b6cf1a047662fc72cfe8af05c41d52474829ca6822396675f00091f
+size 14016370528

granite-20b-code-base-8k-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e13adb0d5f6fa963126e7dbc69e02113e5a25f908a1346b8064ca2cf3352e6b3
+size 14809339744

granite-20b-code-base-8k-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b8d2656e28f3bbb81a454f11d1fe3988649285744b33c30de0a9ed29faf4bf9
+size 14016370528

granite-20b-code-base-8k-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23344685597c9e45d32ff2e163945bbcee32be1a522e262e0dadaa26c58612b7
+size 16634255200

granite-20b-code-base-8k-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65f11193d2ff72046100b80626186ebecb6f02effe18abfeb34d4ea755368622
+size 21481183072