manojpreveen/gpt-neoxt-20b-v13

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: 5
• —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 and Input ids are exactly the same.
• —Block Size is 2020, Multiple instructions are clubbed together in each data.
• —"###" is the EOS Token used in the data.