Instructions to use winterForestStump/Phi-3.5-instruct-CBR_Bonds_info with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use winterForestStump/Phi-3.5-instruct-CBR_Bonds_info 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 winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf winterForestStump/Phi-3.5-instruct-CBR_Bonds_info: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 winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf winterForestStump/Phi-3.5-instruct-CBR_Bonds_info: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 winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M

Use Docker

docker model run hf.co/winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M

LM Studio
Jan
Ollama
How to use winterForestStump/Phi-3.5-instruct-CBR_Bonds_info with Ollama:
```
ollama run hf.co/winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use winterForestStump/Phi-3.5-instruct-CBR_Bonds_info with Docker Model Runner:
```
docker model run hf.co/winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M
```

Lemonade

How to use winterForestStump/Phi-3.5-instruct-CBR_Bonds_info with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull winterForestStump/Phi-3.5-instruct-CBR_Bonds_info:Q4_K_M

Run and chat with the model

lemonade run user.Phi-3.5-instruct-CBR_Bonds_info-Q4_K_M

List all available models

lemonade list

Atomic Chat

Fine-tuned Phi-3.5-mini-instruct for extracting data from CBR (Central Bank of Russia) bond registration decisions.

Downloads last month: 64

GGUF

Model size

4B params

Architecture

llama

Hardware compatibility

4-bit

5-bit

8-bit

Model tree for winterForestStump/Phi-3.5-instruct-CBR_Bonds_info

Base model

microsoft/Phi-3.5-mini-instruct

Finetuned

unsloth/Phi-3.5-mini-instruct

Quantized

(66)

this model

winterForestStump
/

Phi-3.5-instruct-CBR_Bonds_info

Model tree for winterForestStump/Phi-3.5-instruct-CBR_Bonds_info

Dataset used to train winterForestStump/Phi-3.5-instruct-CBR_Bonds_info