Create README.md

README.md

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+---
+license: bigscience-openrail-m
+datasets:
+- manojpreveen/Instruction_Tuning
+---
+Instruction Tuned GPT-NeoXT-20B model on Instruction Tuning dataset as listed below (~560k 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 : 16 instantaneous per device x 1 gradient accumulation steps x 8 gpus = 128
+* Max Length : 1024
+* Weight Decay : 0
+* Learning Rate : 2e-5
+* Learning Rate Scheduler Type : Cosine
+* Number of warmup steps : 240
+* Machine : 8xA100 80GB
+
+**Dataset Details :**
+
+Dataset : manojpreveen/Instruction_Tuning
+
+Files : 
+* stanford_alpaca_it_v2.csv
+* ColossalChat.csv
+* unified_chip2.csv
+* iamai_summarization_v1.csv
+* iamai_v1.csv