iamplus / gpt-neoxt-20b-v11

huggingface.co
Total runs: 19
24-hour runs: 0
7-day runs: 1
30-day runs: -8
Model's Last Updated: August 18 2023
text-generation

Introduction of gpt-neoxt-20b-v11

Model Details of gpt-neoxt-20b-v11

Instruction Tuned GPT-NeoXT-20B model on Instruction Tuning dataset as listed below (~5.2M data) using Colossal AI

Base Model: togethercomputer/GPT-NeoXT-Chat-Base-20B (GPT-NeoXT-Chat-Base-20B-v0.16 - fine-tuned on feedback data)

Training Details :

  • Epochs: 4
  • Batch Size : 5 instantaneous per device x 1 gradient accumulation steps x 8 gpus = 40
  • Block Size : 2020
  • Weight Decay : 0
  • Learning Rate : 1e-6
  • Learning Rate Scheduler Type : Cosine
  • Number of warmup steps : 600
  • Machine : 8xA100 80GB

Training Data Specifics :

  • Labels are similar to Input ids but with "human" responses and pad tokens masked so that they don't contribute during the model's error calculation.
  • Block Size is 2020, Multiple instructions are clubbed together in each data.
  • "###" is the EOS Token used in the data.

Runs of iamplus gpt-neoxt-20b-v11 on huggingface.co

19
Total runs
0
24-hour runs
-1
3-day runs
1
7-day runs
-8
30-day runs

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gpt-neoxt-20b-v11 install

gpt-neoxt-20b-v11 is an open source model from GitHub that offers a free installation service, and any user can find gpt-neoxt-20b-v11 on GitHub to install. At the same time, huggingface.co provides the effect of gpt-neoxt-20b-v11 install, users can directly use gpt-neoxt-20b-v11 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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