Instructions to use Phora68/rapha with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use Phora68/rapha 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 Phora68/rapha:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Phora68/rapha:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf Phora68/rapha:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf Phora68/rapha: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 Phora68/rapha:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Phora68/rapha: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 Phora68/rapha:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Phora68/rapha:Q4_K_M

Use Docker

docker model run hf.co/Phora68/rapha:Q4_K_M

LM Studio
Jan
Ollama
How to use Phora68/rapha with Ollama:
```
ollama run hf.co/Phora68/rapha:Q4_K_M
```

Unsloth Studio

How to use Phora68/rapha 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 Phora68/rapha 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 Phora68/rapha to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Phora68/rapha to start chatting

Docker Model Runner
How to use Phora68/rapha with Docker Model Runner:
```
docker model run hf.co/Phora68/rapha:Q4_K_M
```

Lemonade

How to use Phora68/rapha with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Phora68/rapha:Q4_K_M

Run and chat with the model

lemonade run user.rapha-Q4_K_M

List all available models

lemonade list

Atomic Chat

Phora68 commited on 10 days ago

Commit

8c47fdd

verified ·

1 Parent(s): 2411cce

Add merged fp16 model

Browse files

Files changed (3) hide show

merged/config.json +1 -1
merged/model-00001-of-00002.safetensors +1 -1
merged/model-00002-of-00002.safetensors +1 -1

merged/config.json CHANGED Viewed

@@ -63,7 +63,7 @@
     "sliding_window": null,
     "tie_word_embeddings": true,
     "unsloth_fixed": true,
-    "unsloth_version": "2026.8.1",
     "use_cache": true,
     "use_sliding_window": false,
     "vocab_size": 151936

     "sliding_window": null,
     "tie_word_embeddings": true,
     "unsloth_fixed": true,
+    "unsloth_version": "2026.8.4",
     "use_cache": true,
     "use_sliding_window": false,
     "vocab_size": 151936

merged/model-00001-of-00002.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3ad6d8a0260cc1f7be7b8fcc422eec509e715062f240dfe03491ea5aace1d212
 size 3968658944

 version https://git-lfs.github.com/spec/v1
+oid sha256:67d9676228db39d14ba686e5c9a804c6dccd2718b11673e2c29c05c556b13ed6
 size 3968658944

merged/model-00002-of-00002.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c9aceb7689ae4bd97f6fa5a457951c672cac5f0439833dd6b2ccbad9db40789d
 size 2203268048

 version https://git-lfs.github.com/spec/v1
+oid sha256:d132d3b9eca4b50a99f7311598b6d3248230cdcfb1b6937dd3c3d30192e34acb
 size 2203268048