Instructions to use bf369/BeejX-Gemma2-2B-Hindi-SFT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use bf369/BeejX-Gemma2-2B-Hindi-SFT 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 bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf bf369/BeejX-Gemma2-2B-Hindi-SFT: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 bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf bf369/BeejX-Gemma2-2B-Hindi-SFT: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 bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M

Use Docker

docker model run hf.co/bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M

LM Studio
Jan

vLLM

How to use bf369/BeejX-Gemma2-2B-Hindi-SFT with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "bf369/BeejX-Gemma2-2B-Hindi-SFT"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "bf369/BeejX-Gemma2-2B-Hindi-SFT",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M

Ollama
How to use bf369/BeejX-Gemma2-2B-Hindi-SFT with Ollama:
```
ollama run hf.co/bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use bf369/BeejX-Gemma2-2B-Hindi-SFT with Docker Model Runner:
```
docker model run hf.co/bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M
```

Lemonade

How to use bf369/BeejX-Gemma2-2B-Hindi-SFT with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull bf369/BeejX-Gemma2-2B-Hindi-SFT:Q4_K_M

Run and chat with the model

lemonade run user.BeejX-Gemma2-2B-Hindi-SFT-Q4_K_M

List all available models

lemonade list

Atomic Chat

BeejX-Gemma2-2B-Hindi-SFT / special_tokens_map.json

bf369

Upload model trained with Unsloth

2656df7 verified 10 months ago

Raw History Blame Contribute Delete

636 Bytes

	{
	"additional_special_tokens": [
	"<start_of_turn>",
	"<end_of_turn>"
	],
	"bos_token": {
	"content": "<bos>",
	"lstrip": false,
	"normalized": false,
	"rstrip": false,
	"single_word": false
	},
	"eos_token": {
	"content": "<eos>",
	"lstrip": false,
	"normalized": false,
	"rstrip": false,
	"single_word": false
	},
	"pad_token": {
	"content": "<pad>",
	"lstrip": false,
	"normalized": false,
	"rstrip": false,
	"single_word": false
	},
	"unk_token": {
	"content": "<unk>",
	"lstrip": false,
	"normalized": false,
	"rstrip": false,
	"single_word": false
	}
	}