Instructions to use masahiroid/Sentiment-Analysis-7B-4bit-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use masahiroid/Sentiment-Analysis-7B-4bit-mlx with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("masahiroid/Sentiment-Analysis-7B-4bit-mlx") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use masahiroid/Sentiment-Analysis-7B-4bit-mlx with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "masahiroid/Sentiment-Analysis-7B-4bit-mlx"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "masahiroid/Sentiment-Analysis-7B-4bit-mlx" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "masahiroid/Sentiment-Analysis-7B-4bit-mlx", "messages": [ {"role": "user", "content": "Hello"} ] }' - Atomic Chat
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Download audit/report.md from masahiroid/Sentiment-Analysis-7B-4bit-mlx: direct link, hf CLI and curl.
- Browser
- Download file 1.43 kB
-
https://huggingface.co/masahiroid/Sentiment-Analysis-7B-4bit-mlx/resolve/main/audit/report.md
- Command line
-
hf download hf://masahiroid/Sentiment-Analysis-7B-4bit-mlx/audit/report.md
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curl -L -o report.md https://huggingface.co/masahiroid/Sentiment-Analysis-7B-4bit-mlx/resolve/main/audit/report.md
1.43 kB
model-audit-lite scan: masahiroid/Sentiment-Analysis-7B-4bit-mlx
配布物としての安全性監査
- pickle形式チェック: pickle形式(
.bin/.pt/.pth/.pklなど)は検出されませんでした。 - 同梱コードチェック:
trust_remote_codeが必要なカスタムPythonコードは検出されませんでした。 - チェックサム (SHA256):
796853172235ab3aaa4810013ddfe2eab481bda3306dad4f700c00d436eed596 chat_template.jinja
461ce245a46e07851132e2ef5ee906a8cc3e7d884893c42edf2c2da9536d025d config.json
b59394c12a80ba472c4cdd73cf923df1d5e6fb665c2c99e744f76d6c6575781e generation_config.json
7cf71faf743ce0462c0080459f639698fefbb951b0c0180b0453b379f2faabf8 model.safetensors
217c85fdbb4ce160b110221510bb401c7c587e1fc0fbd48cb36e35af1f136c94 model.safetensors.index.json
835cf54bb933752267652500a9243a9002107bbb4501b99f8d2f46ccfdad2567 tokenizer.json
c2e2a7107fadd2816b91f182a5675125d3bd36f3e295e8aa5234102a08dbc0c9 tokenizer_config.json
Chat Templateの変換完全性チェック
変換元リポジトリ(microsoft/Sentiment-Analysis-7B)と変換後リポジトリ(masahiroid/Sentiment-Analysis-7B-4bit-mlx)のchat template(chat_template.jinja、またはtokenizer_config.json内のchat_templateフィールド)を比較した結果です。
- ✅ 変換元と完全に一致しています。改変は検出されませんでした。