Hugging Face's logo

nomic-ai
/
gpt4all-13b-snoozy

Text Generation
Transformers
PyTorch
English
llama
text-generation-inference
Inference Endpoints
Model card Files Community
12
gpt4all-13b-snoozy / README.md
zpn's picture
zpn
Create README.md
b6b28dc
preview code
|
raw
history blame
3.56 kB
metadata
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
  • 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]

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