Instructions to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b 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 abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
# Run inference directly in the terminal:
llama cli -hf abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
# Run inference directly in the terminal:
llama cli -hf abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

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 abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
# Run inference directly in the terminal:
./llama-cli -hf abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

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 abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
# Run inference directly in the terminal:
./build/bin/llama-cli -hf abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

Use Docker

docker model run hf.co/abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

LM Studio
Jan
Ollama
How to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b with Ollama:
```
ollama run hf.co/abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
```
Unsloth Desktop
Docker Model Runner
How to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b with Docker Model Runner:
```
docker model run hf.co/abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16
```

Lemonade

How to use abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull abhijitkumarjha88192/cs_repl_ai_alpaca_lora_gemma2_2b:BF16

Run and chat with the model

lemonade run user.cs_repl_ai_alpaca_lora_gemma2_2b-BF16

List all available models

lemonade list

Atomic Chat

cs_repl_ai_alpaca_lora_gemma2_2b

File size: 555 Bytes

1d4831d

{
  "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
  }
}