Instructions to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch", dtype="auto")

llama-cpp-python

How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch",
	filename="neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch-unsloth.F16.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 seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch: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 seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch: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 seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M

Use Docker

docker model run hf.co/seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M

LM Studio
Jan
Ollama
How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with Ollama:
```
ollama run hf.co/seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
```

Unsloth Studio

How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch 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 seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch 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 seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch to start chatting

Docker Model Runner
How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with Docker Model Runner:
```
docker model run hf.co/seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M
```

Lemonade

How to use seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull seandearnaley/neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch:Q4_K_M

Run and chat with the model

lemonade run user.neuraldaredevil-8b-abliterated-sentiment-analysis-june-05-2024-1-epoch-Q4_K_M

List all available models

lemonade list

Sentiment Analysis Finetue

based on symbolic reasoning

dataset: https://huggingface.co/datasets/seandearnaley/symbolic_sentiment_v1

inspired by: https://arxiv.org/pdf/2405.18357

use this system instruction:

You are an advanced AI assistant created to perform sentiment analysis on text. Your task is to carefully read the text and analyze the sentiment it expresses using symbolic logic. Analyze the sentiment of this text and respond with the appropriate JSON:

see this link for free article:

Elevating Sentiment Analysis https://medium.com/@seandearnaley/elevating-sentiment-analysis-ad02a316df1d