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-2.1-phi3.5-4b-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+calme-2.1-phi3.5-4b-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,189 @@
+---
+language:
+- en
+license: mit
+library_name: transformers
+tags:
+- chat
+- phi
+- phi3
+- phi3.5
+- finetune
+- TensorBlock
+- GGUF
+base_model: MaziyarPanahi/calme-2.1-phi3.5-4b
+datasets:
+- MaziyarPanahi/truthy-dpo-v0.1-axolotl
+pipeline_tag: text-generation
+inference: false
+model_creator: MaziyarPanahi
+quantized_by: MaziyarPanahi
+model-index:
+- name: calme-2.1-phi3.5-4b
+  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: 56.59
+      name: strict accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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: 36.11
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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: 14.43
+      name: exact match
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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: 12.53
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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: 9.77
+      name: acc_norm
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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: 32.61
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-2.1-phi3.5-4b
+      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-2.1-phi3.5-4b - GGUF
+
+This repo contains GGUF format model files for [MaziyarPanahi/calme-2.1-phi3.5-4b](https://huggingface.co/MaziyarPanahi/calme-2.1-phi3.5-4b).
+
+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).
+
+<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
+
+```
+<|system|>
+{system_prompt}<|end|>
+<|user|>
+{prompt}<|end|>
+<|assistant|>
+```
+
+## Model file specification
+
+| Filename | Quant type | File Size | Description |
+| -------- | ---------- | --------- | ----------- |
+| [calme-2.1-phi3.5-4b-Q2_K.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q2_K.gguf) | Q2_K | 1.416 GB | smallest, significant quality loss - not recommended for most purposes |
+| [calme-2.1-phi3.5-4b-Q3_K_S.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q3_K_S.gguf) | Q3_K_S | 1.682 GB | very small, high quality loss |
+| [calme-2.1-phi3.5-4b-Q3_K_M.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q3_K_M.gguf) | Q3_K_M | 1.955 GB | very small, high quality loss |
+| [calme-2.1-phi3.5-4b-Q3_K_L.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q3_K_L.gguf) | Q3_K_L | 2.088 GB | small, substantial quality loss |
+| [calme-2.1-phi3.5-4b-Q4_0.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q4_0.gguf) | Q4_0 | 2.176 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
+| [calme-2.1-phi3.5-4b-Q4_K_S.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q4_K_S.gguf) | Q4_K_S | 2.189 GB | small, greater quality loss |
+| [calme-2.1-phi3.5-4b-Q4_K_M.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q4_K_M.gguf) | Q4_K_M | 2.393 GB | medium, balanced quality - recommended |
+| [calme-2.1-phi3.5-4b-Q5_0.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q5_0.gguf) | Q5_0 | 2.641 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
+| [calme-2.1-phi3.5-4b-Q5_K_S.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q5_K_S.gguf) | Q5_K_S | 2.641 GB | large, low quality loss - recommended |
+| [calme-2.1-phi3.5-4b-Q5_K_M.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q5_K_M.gguf) | Q5_K_M | 2.815 GB | large, very low quality loss - recommended |
+| [calme-2.1-phi3.5-4b-Q6_K.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q6_K.gguf) | Q6_K | 3.136 GB | very large, extremely low quality loss |
+| [calme-2.1-phi3.5-4b-Q8_0.gguf](https://huggingface.co/tensorblock/calme-2.1-phi3.5-4b-GGUF/blob/main/calme-2.1-phi3.5-4b-Q8_0.gguf) | Q8_0 | 4.061 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-2.1-phi3.5-4b-GGUF --include "calme-2.1-phi3.5-4b-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-2.1-phi3.5-4b-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
+```

calme-2.1-phi3.5-4b-Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e69219950077f9357795c6c014c0aee1d1b7e19b9c85585038db077273cb0797
+size 1416204672

calme-2.1-phi3.5-4b-Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c6ea8aac469eea8069fbd48e5f90a0d2e18d91d958fac942d593c5355873481
+size 2087597952

calme-2.1-phi3.5-4b-Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec3460a93425b4d9411e21dfa22648a55a008930f95d3c705e79e2bc95325fc1
+size 1955477376

calme-2.1-phi3.5-4b-Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3b4d073a58bb7b66a04289a075bae67427755be3e776563809af9fe1c82fb13
+size 1681799040

calme-2.1-phi3.5-4b-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00f9b244a6165551d546b6330afde07148f257033d151a85bcd3c098672a1eed
+size 2176177536

calme-2.1-phi3.5-4b-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:90a40d9be385d075e9ed98f673fa14c72c42d80a0bbefd2825079ee506790b09
+size 2393232768

calme-2.1-phi3.5-4b-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1710210a36017e2f853bc06a19b93edce2a5efa1f820d0db8798301788e5118
+size 2188760448

calme-2.1-phi3.5-4b-Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f30db69eca38a32382c3e5ec3082a49f9117bf21b73e74b5d52f619415cbca36
+size 2641474944

calme-2.1-phi3.5-4b-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53ebcfebe5c1103fb9a34bc8c4be32eb291652c9a580af386a8280ae8843251c
+size 2815276416

calme-2.1-phi3.5-4b-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2c1f788efa8faa941609b0b18683819fdf06c2281962963e435db988149cfc8
+size 2641474944

calme-2.1-phi3.5-4b-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a675524f3c22d58a3b83b189e4cadfd57c300381c2f5a3832a698f9b71014bc1
+size 3135853440

calme-2.1-phi3.5-4b-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e48b6a56c09aa5c7637438d8763d9033b474cd1660cb3249f3011f224c3a419
+size 4061222784