Instructions to use CelesteImperia/Phi-3.5-mini-instruct-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use CelesteImperia/Phi-3.5-mini-instruct-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible server with a web UI: llama serve -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible server with a web UI: ./llama-server -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama-server -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
Use Docker
docker model run hf.co/CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use CelesteImperia/Phi-3.5-mini-instruct-GGUF with Ollama:
ollama run hf.co/CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use CelesteImperia/Phi-3.5-mini-instruct-GGUF with Docker Model Runner:
docker model run hf.co/CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
- Lemonade
How to use CelesteImperia/Phi-3.5-mini-instruct-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull CelesteImperia/Phi-3.5-mini-instruct-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Phi-3.5-mini-instruct-GGUF-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +3 -0
- LICENSE +22 -0
- Phi-3.5-mini-instruct-Q4_K_M.gguf +3 -0
- Phi-3.5-mini-instruct-Q8_0.gguf +3 -0
- Phi-3.5-mini-instruct-fp16.gguf +3 -0
- README.md +21 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
Phi-3.5-mini-instruct-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
Phi-3.5-mini-instruct-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
Phi-3.5-mini-instruct-fp16.gguf filter=lfs diff=lfs merge=lfs -text
|
LICENSE
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
Microsoft.
|
| 2 |
+
Copyright (c) Microsoft Corporation.
|
| 3 |
+
|
| 4 |
+
MIT License
|
| 5 |
+
|
| 6 |
+
Permission is hereby granted, free of charge, to any person obtaining a copy
|
| 7 |
+
of this software and associated documentation files (the "Software"), to deal
|
| 8 |
+
in the Software without restriction, including without limitation the rights
|
| 9 |
+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
| 10 |
+
copies of the Software, and to permit persons to whom the Software is
|
| 11 |
+
furnished to do so, subject to the following conditions:
|
| 12 |
+
|
| 13 |
+
The above copyright notice and this permission notice shall be included in all
|
| 14 |
+
copies or substantial portions of the Software.
|
| 15 |
+
|
| 16 |
+
THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
| 17 |
+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
| 18 |
+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
| 19 |
+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
| 20 |
+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
| 21 |
+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
| 22 |
+
SOFTWARE.
|
Phi-3.5-mini-instruct-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9c547fc0b8ecc2ff64f11e3180e00f8ba0e823a56c591efd9f1773fe7537a526
|
| 3 |
+
size 2393232384
|
Phi-3.5-mini-instruct-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bfe6b9881e856dcb0fb33fede9b4b24c88f6a07592aa4f66568aa38d29a14153
|
| 3 |
+
size 4061222400
|
Phi-3.5-mini-instruct-fp16.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dfb7f35ff9b60e406728c99bf6247454ebe51218766371e9381a995547cffba3
|
| 3 |
+
size 7643297280
|
README.md
ADDED
|
@@ -0,0 +1,21 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
tags:
|
| 4 |
+
- phi-3.5
|
| 5 |
+
- logic-reasoning
|
| 6 |
+
- gguf
|
| 7 |
+
- edge-ai
|
| 8 |
+
- celeste-imperia
|
| 9 |
+
---
|
| 10 |
+
# Celeste Imperia | Phi-3.5-mini-instruct (Optimized GGUF)
|
| 11 |
+
|
| 12 |
+
Highly-optimized GGUF weights for Microsoft's **Phi-3.5-mini**, specifically forged for high-reasoning tasks on edge hardware.
|
| 13 |
+
|
| 14 |
+
## 🛠️ The Forge
|
| 15 |
+
- **Rig:** i5-11400 / RTX A4000 / 40GB RAM
|
| 16 |
+
- **Context:** Validated for 128k long-context execution.
|
| 17 |
+
|
| 18 |
+
## 📂 Available Precisions
|
| 19 |
+
* **FP16 Master:** The full-fidelity reference file.
|
| 20 |
+
* **Q8_0 Professional:** Recommended for complex coding and math.
|
| 21 |
+
* **Q4_K_M Mobile:** Balanced performance for local agentic workflows.
|