LLM fine-tuning#1350

Merged

santiatpml merged 36 commits intomasterfrom

santi-llm-fine-tuning

Mar 26, 2024

Commits on Mar 5, 2024

fine-tuning text classification in progress
santiatpml
committed
More commit messages
santiatpml
committed
Working text classification with dataset args and training args
santiatpml
committed
finetuing with text dataset enum to handle different tasks
santiatpml
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text pair classification task support
santiatpml
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saving model after training
santiatpml
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removed device to cpu
santiatpml
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updated transforemrs

Santi Adavani
authored and
santiatpml
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Working e2e finetunig for two tasks

Santi Adavani
authored and
santiatpml
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Integration with huggingface hub and wandb

Santi Adavani
authored and
santiatpml
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Conversation dataset + training placeholder

Santi Adavani
authored and
santiatpml
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Updated rust to fix failing tests

Santi Adavani
authored and
santiatpml
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working version of conversation with lora + load 8bit + hf hub

Santi Adavani
authored and
santiatpml
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Tested llama2-7b finetuning

Santi Adavani
authored and
santiatpml
committed
pypgrx first working version

Santi Adavani
authored and
santiatpml
committed
refactoring finetuning code to add callbacks
santiatpml
committed
fixed merge conflicts
santiatpml
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Refactored finetuning + conversation + pgml callbacks

Santi Adavani
authored and
santiatpml
committed
removed wandb dependency

Santi Adavani
authored and
santiatpml
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removed local pypgrx from requirements

Santi Adavani
authored and
santiatpml
committed
removed maturin from requirements

Santi Adavani
authored and
santiatpml
committed
removed flash attn

Santi Adavani
authored and
santiatpml
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Added indent for info display

Santi Adavani
authored and
santiatpml
committed

Commits on Mar 7, 2024

Commits on Mar 8, 2024

Commits on Mar 18, 2024

Moved python functions (#1374)
SilasMarvin
authored

Commits on Mar 19, 2024

README updates
santiatpml
committed

Commits on Mar 20, 2024

Commits on Mar 22, 2024

Updated version and requirements
Santi Adavani
committed
Changed version 2.8.3
Santi Adavani
committed
README updates for conversation task fine-tuning using lora
santiatpml
committed

Commits on Mar 26, 2024

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