Create README.md

README.md

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+---
+license: bigscience-openrail-m
+datasets:
+- manojpreveen/Instruction_Tuning
+- manojpreveen/Conversational_Data
+---
+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: 2
+* 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.