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update 2024/7/2

Hi there 👋

  • I'm a engineer. both backend and frontend challenged.
  • I'm university student (2022-2026).

Skils

Use often

my skills

Challenge

my skills


Work on

NOWING

local llm (team)

2024/5 ~

機密情報(IP,ドメイン,規程など)を扱える学習モデルを作成し組織内運用(ドメインの運用,矛盾の洗い出し)を目標に継続事前学習する
市販スペックで学習から運用まで出来るか検証(RTX 4060 Ti)

  • WSL2 docker python torch megatron deepspeed Megatron-DeepSpeed transformer
  • use bace model
    • 2024/5 ~
      • Fugaku-LLM-13B
    • 2024/7 ~
      • Llama-3-ELYZA-JP-8B
  • convert hf model
    • I want to use Megatron-DeepSpeed,so convert hf model => megatron checkpoint. but I stop now. If I can't convert , use transformer trainer class.
  • continued pretrain

製造工場向けシフト管理webアプリ作成 (team)

2024/4 ~

  • 要件定義
    • 2024/5 ~
    • ヒヤリング
    • 機能要件一覧作成
    • 画面イメージ作成
      • php html css js

MInecraft Mod (team)

2023/4 ~

  • use java
    • 2023/4 ~ subPM
    • 2024/4 ~ PM
  • Minecraft Forge - MC 1.18.2
  • 2023/4 ~
    • add item and block , special ability item etc...
    • Minecraftのmodをプログラムから作成することでjavaプログラミング能力を身につけることを目的としたプロジェクト

FINISHED

drone image recognition flight (duo)

2023/9 ~ 2024/3

  • use tello
  • python import opencv openai
    • 人の顔やりんごなど特定の物を発見した場合、それぞれの動作をさせるプログラムを作成

openai api (solo)

2023/8 ~ 2024/3

  • python
    • 会話を保存し参照させることで、chatGPT同様に会話内容を参照できるプログラムを作成
  • front react back flask
    • openai apiで会話できるwebアプリの作成
    • 日記の作成を補助する能動的プロンプトの作成

Itsuki.N's Projects

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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