--- license: gpl datasets: - nomic-ai/gpt4all-j-prompt-generations language: - en --- # Model Card for GPT4All-13b-snoozy An Apache-2 licensed chatbot trained over a massive curated corpus of assistant interactions including word problems, multi-turn dialogue, code, poems, songs, and stories. ## Model Details ### Model Description This model has been finetuned from LLama 13B - **Developed by:** [Nomic AI](https://home.nomic.ai) - **Model Type:** A finetuned LLama 13B model on assistant style interaction data - **Language(s) (NLP):** English - **License:** Apache-2 - **Finetuned from model [optional]:** LLama 13B This model was trained on `nomic-ai/gpt4all-j-prompt-generations` version ### Model Sources [optional] - **Repository:** [https://github.com/nomic-ai/gpt4all](https://github.com/nomic-ai/gpt4all) - **Base Model Repository:** [https://github.com/facebookresearch/llama](https://github.com/facebookresearch/llama) - **Demo [optional]:** [https://gpt4all.io/](https://gpt4all.io/) ### Results Results on common sense reasoning benchmarks ``` Model BoolQ PIQA HellaSwag WinoGrande ARC-e ARC-c OBQA ----------------------- ---------- ---------- ----------- ------------ ---------- ---------- ---------- GPT4All-J 6B v1.0 73.4 74.8 63.4 64.7 54.9 36.0 40.2 GPT4All-J v1.1-breezy 74.0 75.1 63.2 63.6 55.4 34.9 38.4 GPT4All-J v1.2-jazzy 74.8 74.9 63.6 63.8 56.6 35.3 41.0 GPT4All-J v1.3-groovy 73.6 74.3 63.8 63.5 57.7 35.0 38.8 GPT4All-J Lora 6B 68.6 75.8 66.2 63.5 56.4 35.7 40.2 GPT4All LLaMa Lora 7B 73.1 77.6 72.1 67.8 51.1 40.4 40.2 GPT4All 13B snoozy *83.3* 79.2 75.0 *71.3* 60.9 *44.2* 43.4 Dolly 6B 68.8 77.3 67.6 63.9 62.9 38.7 41.2 Dolly 12B 56.7 75.4 71.0 62.2 *64.6* 38.5 40.4 Alpaca 7B 73.9 77.2 73.9 66.1 59.8 43.3 43.4 Alpaca Lora 7B 74.3 *79.3* 74.0 68.8 56.6 43.9 42.6 GPT-J 6B 65.4 76.2 66.2 64.1 62.2 36.6 38.2 LLama 7B 73.1 77.4 73.0 66.9 52.5 41.4 42.4 LLama 13B 68.5 79.1 *76.2* 70.1 60.0 44.6 42.2 Pythia 6.9B 63.5 76.3 64.0 61.1 61.3 35.2 37.2 Pythia 12B 67.7 76.6 67.3 63.8 63.9 34.8 38.0 Vicuña T5 81.5 64.6 46.3 61.8 49.3 33.3 39.4 Vicuña 13B 81.5 76.8 73.3 66.7 57.4 42.7 43.6 Stable Vicuña RLHF 82.3 78.6 74.1 70.9 61.0 43.5 *44.4* StableLM Tuned 62.5 71.2 53.6 54.8 52.4 31.1 33.4 StableLM Base 60.1 67.4 41.2 50.1 44.9 27.0 32.0 ```