Instructions to use duttaturja/SolvPredic-3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use duttaturja/SolvPredic-3B with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="duttaturja/SolvPredic-3B",
	filename="SolvPredic-3b-instruct.Q4_K_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use duttaturja/SolvPredic-3B 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 duttaturja/SolvPredic-3B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf duttaturja/SolvPredic-3B:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf duttaturja/SolvPredic-3B:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf duttaturja/SolvPredic-3B: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 duttaturja/SolvPredic-3B:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf duttaturja/SolvPredic-3B: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 duttaturja/SolvPredic-3B:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf duttaturja/SolvPredic-3B:Q4_K_M

Use Docker

docker model run hf.co/duttaturja/SolvPredic-3B:Q4_K_M

LM Studio
Jan
Ollama
How to use duttaturja/SolvPredic-3B with Ollama:
```
ollama run hf.co/duttaturja/SolvPredic-3B:Q4_K_M
```

Unsloth Studio

How to use duttaturja/SolvPredic-3B 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 duttaturja/SolvPredic-3B 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 duttaturja/SolvPredic-3B to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for duttaturja/SolvPredic-3B to start chatting

Atomic Chat new
Docker Model Runner
How to use duttaturja/SolvPredic-3B with Docker Model Runner:
```
docker model run hf.co/duttaturja/SolvPredic-3B:Q4_K_M
```

Lemonade

How to use duttaturja/SolvPredic-3B with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull duttaturja/SolvPredic-3B:Q4_K_M

Run and chat with the model

lemonade run user.SolvPredic-3B-Q4_K_M

List all available models

lemonade list

duttaturja

turjav2 commited on Mar 17

Commit

e1aab0c

1 Parent(s): 918957b

Rename qwen2.5-coder-3b-instruct.Q4_K_M.gguf to SolvPredic-3b-instruct.Q4_K_M.gguf (#1)

Browse files

- Rename qwen2.5-coder-3b-instruct.Q4_K_M.gguf to SolvPredic-3b-instruct.Q4_K_M.gguf (42c824f7d8ebceec22e023a7eb157e5a8f0d8a90)

Co-authored-by: Turja Dutta <turjav2@users.noreply.huggingface.co>

Files changed (2) hide show

.gitattributes +1 -0
qwen2.5-coder-3b-instruct.Q4_K_M.gguf → SolvPredic-3b-instruct.Q4_K_M.gguf +0 -0

.gitattributes CHANGED Viewed

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 qwen2.5-coder-3b-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 qwen2.5-coder-3b-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+SolvPredic-3b-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text

qwen2.5-coder-3b-instruct.Q4_K_M.gguf → SolvPredic-3b-instruct.Q4_K_M.gguf RENAMED Viewed

File without changes