Claude
1456995462
Implemented a full-stack web application for fine-tuning LLMs on email data, optimized for Apple Silicon (M4 Pro with 24GB RAM). Features: - Mail import with drag & drop support (.mbox, .eml, .txt) - Automated mail cleaning and preprocessing - Interactive labeling interface with keyboard shortcuts - Training data export to JSONL format - MLX-based LoRA fine-tuning with live updates - Model evaluation and comparison interface - Server-Sent Events for real-time training progress - Dark theme UI optimized for extended use Technical Stack: - Backend: FastAPI with SQLite database - Frontend: Vanilla HTML/CSS/JavaScript (no external dependencies) - ML Framework: MLX for Apple Silicon optimization - Models: Support for Mistral 7B and Llama 3 8B via MLX Components: - data_manager.py: SQLite operations for mail storage and labeling - mail_parser.py: Parser for multiple mail formats with cleaning - training.py: MLX training wrapper with LoRA support - inference.py: Model loading and inference for evaluation - main.py: FastAPI backend with REST API and SSE - Frontend: Complete UI with all features Documentation: - Comprehensive README with installation and usage guide - Quick-start guide for rapid setup - Example mails for testing - Troubleshooting and best practices Ready for local deployment and fine-tuning workflows.
23 lines
709 B
Plaintext
23 lines
709 B
Plaintext
Subject: Meeting Notes - Produktlaunch Vorbereitung
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From: lisa.mueller@startup.io
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To: team@startup.io
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Date: 2024-03-17
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Hi alle,
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hier die wichtigsten Punkte vom heutigen Meeting zum Produktlaunch:
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1. Sarah bereitet die Pressemitteilung vor (Deadline: Freitag)
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2. Marketing-Team erstellt Social Media Content für nächste Woche
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3. Ich kümmere mich um die Influencer-Kontakte
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4. Wir brauchen noch finale Produktfotos vom Design-Team
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5. Launch-Event ist am 1. April - Location muss noch gebucht werden
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6. Website-Landing-Page muss bis Mittwoch live gehen
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Bitte gebt bis Mittwoch Bescheid ob ihr eure Aufgaben schaffen könnt.
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Bei Problemen sofort melden!
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Danke an alle für die tolle Zusammenarbeit!
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Lisa
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