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
+calme-2.4-qwen2-7b-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.4-qwen2-7b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,190 @@
+---
+language:
+- en
+license: apache-2.0
+library_name: transformers
+tags:
+- chat
+- qwen
+- qwen2
+- finetune
+- chatml
+- OpenHermes-2.5
+- HelpSteer2
+- Orca
+- SlimOrca
+- TensorBlock
+- GGUF
+base_model: MaziyarPanahi/calme-2.4-qwen2-7b
+datasets:
+- nvidia/HelpSteer2
+- teknium/OpenHermes-2.5
+- microsoft/orca-math-word-problems-200k
+- Open-Orca/SlimOrca
+pipeline_tag: text-generation
+inference: false
+model_creator: MaziyarPanahi
+quantized_by: MaziyarPanahi
+model-index:
+- name: calme-2.4-qwen2-7b
+  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: 33.0
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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: 31.82
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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: 18.35
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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: 4.47
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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: 14.43
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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: 33.08
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.4-qwen2-7b
+      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>
+
+## MaziyarPanahi/calme-2.4-qwen2-7b - GGUF
+
+This repo contains GGUF format model files for [MaziyarPanahi/calme-2.4-qwen2-7b](https://huggingface.co/MaziyarPanahi/calme-2.4-qwen2-7b).
+
+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 |
+| -------- | ---------- | --------- | ----------- |
+| [calme-2.4-qwen2-7b-Q2_K.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q2_K.gguf) | Q2_K | 2.809 GB | smallest, significant quality loss - not recommended for most purposes |
+| [calme-2.4-qwen2-7b-Q3_K_S.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q3_K_S.gguf) | Q3_K_S | 3.253 GB | very small, high quality loss |
+| [calme-2.4-qwen2-7b-Q3_K_M.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q3_K_M.gguf) | Q3_K_M | 3.547 GB | very small, high quality loss |
+| [calme-2.4-qwen2-7b-Q3_K_L.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q3_K_L.gguf) | Q3_K_L | 3.808 GB | small, substantial quality loss |
+| [calme-2.4-qwen2-7b-Q4_0.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q4_0.gguf) | Q4_0 | 4.127 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [calme-2.4-qwen2-7b-Q4_K_S.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q4_K_S.gguf) | Q4_K_S | 4.152 GB | small, greater quality loss |
+| [calme-2.4-qwen2-7b-Q4_K_M.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q4_K_M.gguf) | Q4_K_M | 4.361 GB | medium, balanced quality - recommended |
+| [calme-2.4-qwen2-7b-Q5_0.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q5_0.gguf) | Q5_0 | 4.950 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [calme-2.4-qwen2-7b-Q5_K_S.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q5_K_S.gguf) | Q5_K_S | 4.950 GB | large, low quality loss - recommended |
+| [calme-2.4-qwen2-7b-Q5_K_M.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q5_K_M.gguf) | Q5_K_M | 5.071 GB | large, very low quality loss - recommended |
+| [calme-2.4-qwen2-7b-Q6_K.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-Q6_K.gguf) | Q6_K | 5.825 GB | very large, extremely low quality loss |
+| [calme-2.4-qwen2-7b-Q8_0.gguf](https://huggingface.co/tensorblock/calme-2.4-qwen2-7b-GGUF/tree/main/calme-2.4-qwen2-7b-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/calme-2.4-qwen2-7b-GGUF --include "calme-2.4-qwen2-7b-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/calme-2.4-qwen2-7b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

calme-2.4-qwen2-7b-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a53814746f9c11ae2e67aed152462f0aa81aadab24d91e668aad3be6caaa7b4
+size 3015938368

calme-2.4-qwen2-7b-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0305a6e06c987fb23d2a4603a127e490ca51eaf33304a358e9d66d00ced87793
+size 4088457536

calme-2.4-qwen2-7b-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79a672be517e3da94d3c5302fec3b156ad301758aaa30de98d46d9d6750db385
+size 3808389440

calme-2.4-qwen2-7b-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa267b9dc1f25b0a3947589e7b5c93ee25f502995533cd2ac81879328308bf99
+size 3492366656

calme-2.4-qwen2-7b-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:addaf5958a800255485f3372409afc962ea7ecacfd8a80f37d5924c92a8f0135
+size 4431388992

calme-2.4-qwen2-7b-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:779b583ec155c4ae485677760ca7ba08c0986059ed118ade4d0300d576735b1d
+size 4683071808

calme-2.4-qwen2-7b-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aea17e2553f889eba0b9d9704513eef0f1691199699c058f93bcc7ac70f81d80
+size 4457767232

calme-2.4-qwen2-7b-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7acd0192fc4d1382116123a18461f9781e199314bbbc2dc67d6c53d81aa2fe1c
+size 5315174720

calme-2.4-qwen2-7b-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64cf572b3a7e243180670362b96131694c8b247d69adf181ec4c1cc0b82e5956
+size 5444829504

calme-2.4-qwen2-7b-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ebf6f7d074c55ee3cd9708b1309ed26eb65ba5beb4eec08936332b558e1e73c
+size 5315174720

calme-2.4-qwen2-7b-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f038462d75b08f8ab6178b49487b8379c7abb6f3b7b654aebf7244a9f0e8b4f0
+size 6254197056

calme-2.4-qwen2-7b-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4206e4f8cd084422e5b5bfad735f3e786d122fcaea4bdc8191c07cb2fb40fd59
+size 8098523456