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
+Arcee-Spark-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Arcee-Spark-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

Arcee-Spark-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4782cdc5e05d1798bff7af5dfa3d03e1d7227422a70a9b7f7c0c9d94e13bbc87
+size 3015937824

Arcee-Spark-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73ef54d9da6f30796d1e1effafe7968ffaebdd4ad3aa1ac6ca1f665c442c1388
+size 4088456992

Arcee-Spark-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d076a22a7aaf620684d469d99f0dd2322bee7bf01cae04ebf16c3c1655edc085
+size 3808388896

Arcee-Spark-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6564a1c51f288cc46b1d7832427b2c6bd731414d2d7eb60b33b88f2b107dff7
+size 3492366112

Arcee-Spark-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cb44f654ba5d4c4dbf0ebcee428a4cd699e31ed7acdbc11c2e662c37e43345c
+size 4431388448

Arcee-Spark-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ad8f36a4c5ee30b15ccc57fe88e45af8088fe123bd4840b1ae639edb42821cd
+size 4683071264

Arcee-Spark-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c9e9e595d68f4d8ee5624f0d5fa25ddf1ad528bdca14f1952a2083c33ebdda1
+size 4457766688

Arcee-Spark-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7d55dfeee3fd2162b3d932617b271604d7edc07277b7a1ba61f5e2d6de17a35
+size 5315174176

Arcee-Spark-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd1d0d0b076385ab39887f503096874882de310ccc447eca87e01bb93ff2b205
+size 5444828960

Arcee-Spark-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8671a66e366601f2953f2863bab5d2ce8a50f50005e26839f23b6a918c156f4c
+size 5315174176

Arcee-Spark-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:538faa3911c07745aad77456b1b481471ce5d594c09f7bccb965c43a51ba4183
+size 6254196512

Arcee-Spark-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82fbbc29e937345f4bd162f96e3670d08f6027b3b562b52169a0398e40e4ef76
+size 8098522912

README.md

@@ -0,0 +1,173 @@
+---
+language:
+- en
+- de
+- ar
+license: apache-2.0
+base_model: arcee-ai/Arcee-Spark
+tags:
+- TensorBlock
+- GGUF
+model-index:
+- name: Arcee-Spark
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: IFEval (0-Shot)
+      type: HuggingFaceH4/ifeval
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: inst_level_strict_acc and prompt_level_strict_acc
+      value: 56.21
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: BBH (3-Shot)
+      type: BBH
+      args:
+        num_few_shot: 3
+    metrics:
+    - type: acc_norm
+      value: 37.14
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MATH Lvl 5 (4-Shot)
+      type: hendrycks/competition_math
+      args:
+        num_few_shot: 4
+    metrics:
+    - type: exact_match
+      value: 12.31
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GPQA (0-shot)
+      type: Idavidrein/gpqa
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 7.61
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MuSR (0-shot)
+      type: TAUR-Lab/MuSR
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: acc_norm
+      value: 8.6
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU-PRO (5-shot)
+      type: TIGER-Lab/MMLU-Pro
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 31.36
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=arcee-ai/Arcee-Spark
+      name: Open LLM Leaderboard
+---
+
+<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>
+
+## arcee-ai/Arcee-Spark - GGUF
+
+This repo contains GGUF format model files for [arcee-ai/Arcee-Spark](https://huggingface.co/arcee-ai/Arcee-Spark).
+
+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
+
+```
+<|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 |
+| -------- | ---------- | --------- | ----------- |
+| [Arcee-Spark-Q2_K.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q2_K.gguf) | Q2_K | 2.809 GB | smallest, significant quality loss - not recommended for most purposes |
+| [Arcee-Spark-Q3_K_S.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q3_K_S.gguf) | Q3_K_S | 3.253 GB | very small, high quality loss |
+| [Arcee-Spark-Q3_K_M.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q3_K_M.gguf) | Q3_K_M | 3.547 GB | very small, high quality loss |
+| [Arcee-Spark-Q3_K_L.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q3_K_L.gguf) | Q3_K_L | 3.808 GB | small, substantial quality loss |
+| [Arcee-Spark-Q4_0.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q4_0.gguf) | Q4_0 | 4.127 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [Arcee-Spark-Q4_K_S.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q4_K_S.gguf) | Q4_K_S | 4.152 GB | small, greater quality loss |
+| [Arcee-Spark-Q4_K_M.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q4_K_M.gguf) | Q4_K_M | 4.361 GB | medium, balanced quality - recommended |
+| [Arcee-Spark-Q5_0.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q5_0.gguf) | Q5_0 | 4.950 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [Arcee-Spark-Q5_K_S.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q5_K_S.gguf) | Q5_K_S | 4.950 GB | large, low quality loss - recommended |
+| [Arcee-Spark-Q5_K_M.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q5_K_M.gguf) | Q5_K_M | 5.071 GB | large, very low quality loss - recommended |
+| [Arcee-Spark-Q6_K.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q6_K.gguf) | Q6_K | 5.825 GB | very large, extremely low quality loss |
+| [Arcee-Spark-Q8_0.gguf](https://huggingface.co/tensorblock/Arcee-Spark-GGUF/tree/main/Arcee-Spark-Q8_0.gguf) | Q8_0 | 7.542 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/Arcee-Spark-GGUF --include "Arcee-Spark-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/Arcee-Spark-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```