Instructions to use dzur658/Polaris-4B-Preview-IQ-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use dzur658/Polaris-4B-Preview-IQ-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="dzur658/Polaris-4B-Preview-IQ-GGUF", filename="Polaris-4B-Preview-GGUF-FP16.gguf", )
output = llm( "Once upon a time,", max_tokens=512, echo=True ) print(output)
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use dzur658/Polaris-4B-Preview-IQ-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 dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf dzur658/Polaris-4B-Preview-IQ-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 dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M # Run inference directly in the terminal: llama cli -hf dzur658/Polaris-4B-Preview-IQ-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 dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf dzur658/Polaris-4B-Preview-IQ-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 dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M
Use Docker
docker model run hf.co/dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use dzur658/Polaris-4B-Preview-IQ-GGUF with Ollama:
ollama run hf.co/dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M
- Unsloth Studio
How to use dzur658/Polaris-4B-Preview-IQ-GGUF with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for dzur658/Polaris-4B-Preview-IQ-GGUF to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for dzur658/Polaris-4B-Preview-IQ-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for dzur658/Polaris-4B-Preview-IQ-GGUF to start chatting
- Atomic Chat new
- Docker Model Runner
How to use dzur658/Polaris-4B-Preview-IQ-GGUF with Docker Model Runner:
docker model run hf.co/dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M
- Lemonade
How to use dzur658/Polaris-4B-Preview-IQ-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull dzur658/Polaris-4B-Preview-IQ-GGUF:Q4_K_M
Run and chat with the model
lemonade run user.Polaris-4B-Preview-IQ-GGUF-Q4_K_M
List all available models
lemonade list
Consolidate all GGUF quants into main branch
Browse files- .gitattributes +1 -35
- Polaris-4B-Preview-GGUF-FP16.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ1_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ2_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ2_XS.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ2_XXS.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ3_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ3_XXS.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ4_NL.gguf +3 -0
- Polaris-4B-Preview-GGUF-IQ4_XS.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q2_K.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q2_K_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q3_K_L.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q3_K_M.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q3_K_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q4_0.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q4_1.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q4_K_M.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q4_K_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q5_0.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q5_1.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q5_K_M.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q5_K_S.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q6_K.gguf +3 -0
- Polaris-4B-Preview-GGUF-Q8_0.gguf +3 -0
.gitattributes
CHANGED
|
@@ -1,35 +1 @@
|
|
| 1 |
-
*.
|
| 2 |
-
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
-
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
-
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
-
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
-
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
-
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
-
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
-
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
-
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
-
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 12 |
-
*.model filter=lfs diff=lfs merge=lfs -text
|
| 13 |
-
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 14 |
-
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 15 |
-
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 16 |
-
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 17 |
-
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 18 |
-
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 19 |
-
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 20 |
-
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 21 |
-
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 22 |
-
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 23 |
-
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 24 |
-
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 25 |
-
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 26 |
-
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 27 |
-
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 28 |
-
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 29 |
-
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 30 |
-
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 31 |
-
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 32 |
-
*.xz 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
|
|
|
|
| 1 |
+
*.gguf filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Polaris-4B-Preview-GGUF-FP16.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:37806e629397aa8272260fa24ae525302071475144653054a2ae1a2051b43d3b
|
| 3 |
+
size 8051281024
|
Polaris-4B-Preview-GGUF-IQ1_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf8adbf4facb7bc6928debc2d1e2c43b97376d9d0c30a3c153f84353c632152a
|
| 3 |
+
size 1055251840
|
Polaris-4B-Preview-GGUF-IQ2_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7b69d0a617a7b1ad367c36737ef6d0a0a10ffecd647b081b9bf2326146543573
|
| 3 |
+
size 1417297280
|
Polaris-4B-Preview-GGUF-IQ2_XS.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa7c911b861fc4fd79fa14e4157f76e60683af9f1b5ce20740f0eb671fa25502
|
| 3 |
+
size 1354096000
|
Polaris-4B-Preview-GGUF-IQ2_XXS.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb6f819c9e242e15b29b86ff4bc967c092878c82732351a6a80c4390b4d76c01
|
| 3 |
+
size 1246616960
|
Polaris-4B-Preview-GGUF-IQ3_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5ac5b20841a3bf2746b7de73c03a9112aaff9dc16fb4aa4f076910bf4a32593e
|
| 3 |
+
size 1899527040
|
Polaris-4B-Preview-GGUF-IQ3_XXS.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:29c2e469a679252c4b6a55f535d4da68a1c7be2a1be0397dca9ffe47a573c317
|
| 3 |
+
size 1670184320
|
Polaris-4B-Preview-GGUF-IQ4_NL.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:87ea9ee1e4be93d7a6980663432b0225540338855aecb63ec05d21b0548502c9
|
| 3 |
+
size 2381339520
|
Polaris-4B-Preview-GGUF-IQ4_XS.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6dac84aaf6a9776e19f76c4761ad17c43f13c4ced4e9efb84a2f0da85afbaea
|
| 3 |
+
size 2270747520
|
Polaris-4B-Preview-GGUF-Q2_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a21a13493e7f822cf6cf7cbc6fe480fc59a65fbb799978b2aa8b7bf4affc6529
|
| 3 |
+
size 1669495680
|
Polaris-4B-Preview-GGUF-Q2_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8562810186cc644012d78df5ba90df986e8985d3ac183c99ea035f30b281da35
|
| 3 |
+
size 1563450240
|
Polaris-4B-Preview-GGUF-Q3_K_L.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2965a76d73f9ba4d8177f19614e774cd9a8493e4a97aeaf959cba5abaaea6e7e
|
| 3 |
+
size 2239781760
|
Polaris-4B-Preview-GGUF-Q3_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a4fe479f2e58c18fd33bc9b1b22542f9bde990f071c807199935d64097ce2ec
|
| 3 |
+
size 2075614080
|
Polaris-4B-Preview-GGUF-Q3_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7cafc8cdcdfece94295a4b7f71377560b72ff03691eb3eae7a26c3643e9b0505
|
| 3 |
+
size 1886993280
|
Polaris-4B-Preview-GGUF-Q4_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b77585f6346e14454658917c89f78c0a945db9c0789322c57420b66b7d47ef7f
|
| 3 |
+
size 2375768960
|
Polaris-4B-Preview-GGUF-Q4_1.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:40d51c86620c15c3a0217ee26a991acf795005f3e9d073e8f21c8b1025296662
|
| 3 |
+
size 2596625280
|
Polaris-4B-Preview-GGUF-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92b7e95320421e44902f7d14aa297351c6cd208d1d9ee8d4c8f58631df3cca4d
|
| 3 |
+
size 2497276800
|
Polaris-4B-Preview-GGUF-Q4_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e2be4ffaf13bb94fceeff849c31e496ab4de48672a2046908b1cb3a8959477d9
|
| 3 |
+
size 2383305600
|
Polaris-4B-Preview-GGUF-Q5_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a713c5102afee42b6f0ef35ebe1e8bbfbb921fe773471ec9d8f3c423662076c9
|
| 3 |
+
size 2829933440
|
Polaris-4B-Preview-GGUF-Q5_1.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6b5bbc0c84c294253112e2930b57b863fb2de598bf2a029ed1dae19c2d7e560
|
| 3 |
+
size 3050789760
|
Polaris-4B-Preview-GGUF-Q5_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9565b5d3f042656b61b85d27c3f684b7977e0326d3bef763e91dcecd4b2dadde
|
| 3 |
+
size 2889509760
|
Polaris-4B-Preview-GGUF-Q5_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f7721ed5dc88679093e52087174fd91a3373962f0bc60b55946f6bb654318d69
|
| 3 |
+
size 2823707520
|
Polaris-4B-Preview-GGUF-Q6_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f9eb257a63fdd68cbe27d2eb773cc3b8219fc470e71b6376ba23b83b5cc1f0bb
|
| 3 |
+
size 3306257280
|
Polaris-4B-Preview-GGUF-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78e42a1ddfa8387060b8a635426701def7ab4a912e9e619327ecb4ce1cd01c9e
|
| 3 |
+
size 4280401280
|