titler-v3-q4_k_m.gguf
A 5.84M-parameter Llama model (8 layers, 4,352-token vocabulary), quantized to Q4_K_M. It turns a prompt into a short title.
Training data
Prompts only (no model replies) came from these public datasets. Titles for them were written by Qwen3-14B (Apache-2.0) and, for a few thousand rows, by OpenAI's gpt-6-luna. The general-text stage used FineWeb-Edu.
| Dataset | License | Note |
|---|---|---|
| allenai/WildChat-1M, WildChat-4.8M | ODC-BY 1.0 | Attribution: WildChat, Allen Institute for AI. |
| lmsys/chatbot_arena_conversations | CC-BY-4.0 for user prompts | Only the user prompts were used (the model replies are CC-BY-NC-4.0). |
| lmsys/lmsys-chat-1m | LMSYS-Chat-1M Dataset License Agreement | Allows research and commercial use and training models. It forbids passing on the dataset. This repository contains no part of the dataset. |
| OpenAssistant/oasst2 | Apache-2.0 | |
| HuggingFaceFW/fineweb-edu | ODC-BY 1.0 | General-text stage. |
Rows about sexual content with minors were removed before training.
This file records what the dataset pages say on 2026-10-19. It is not legal advice.