| { |
| "name": "kuclab_v1", |
| "version": "1.0", |
| "public": true, |
| "samples": 28321, |
| "instruction_rows": 28222, |
| "messages_rows": 99, |
| "text_rows": 0, |
| "identity_name": "KucLab V1.0", |
| "founder": "Jaroslav Kučera", |
| "trained_on": "2026-07-26", |
| "base_model_target": "google/gemma-2-9b-it (preferred) or google/gemma-2-9b", |
| "ollama_name": "kuclab-v1", |
| "built_at": "2026-07-26T13:50:59.241361+00:00", |
| "sources": { |
| "code:CodeAlpaca-20k": 11000, |
| "kuclab_v06_reuse": 6000, |
| "wiki_history_en": 4000, |
| "wiki_history_cs": 4000, |
| "kuclab_stack": 1100, |
| "czech_code_chat": 800, |
| "kuclab_pro": 1200, |
| "tools_json_v1": 94, |
| "personality_v1": 47, |
| "code_seed_v1": 20, |
| "public_qa_v1": 8, |
| "anti_refusal_v1": 15, |
| "history_seed_v1": 22, |
| "fluency_v1": 10, |
| "multiturn_v1": 5 |
| }, |
| "goals": [ |
| "First public KucLab flagship", |
| "Czech + English fluency", |
| "Strong software engineering", |
| "History-focused knowledge", |
| "Anti-overrefusal / no identity collapse", |
| "Portable JSON tool calling", |
| "Cyber direct product voice" |
| ], |
| "train_tips": [ |
| "Base: google/gemma-2-9b-it + QLoRA on L4 24GB", |
| "dataset_format: alpaca (auto-detects messages)", |
| "max_seq_length: 2048", |
| "epochs: 1.5–2.0, lr: 1e-4 QLoRA, lora_r: 64", |
| "identity_repeat: 1", |
| "After train: run eval_prompts.jsonl smoke tests before public announce" |
| ] |
| } |
