PLaMo Fin Prime 1.0 for Snowflake

Preferred Networks' Japanese text generation LLM "PLaMo Fin Prime" is a model developed by fully custom-building the "PLaMo" architecture in Japan, then further training it with specialized financial corpora. This results in a domain-specific model that combines exceptional Japanese language capabilities with advanced financial expertise.

This application leverages internal data stored in Snowflake to provide LLM-based text generation, summarization, and content analysis functionality. By operating the LLM through a SQL-based interface, users can automate processes ranging from data analysis to text generation.

Specifically, it demonstrates superior performance for advanced financial applications including: market analysis incorporating investment evaluation criteria and portfolio strategies; support for creating corporate analysis reports; and assistance in developing new financial products tailored to specific customer demographics and risk tolerance levels.

Furthermore, by utilizing Snowflake's secure environment where data remains entirely contained within the system, users can safely incorporate highly confidential information that previously couldn't be processed with LLMs.

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**PLaMo Famlity**

[PLaMo 2.1 Prime](https://app.snowflake.com/marketplace/listing/GZT2ZX8M7O/preferred-networks-inc-plamo-2-1-prime-for-snowflake)

- Latest model, optimal for most use cases

[PLaMo 2.0 Prime](https://app.snowflake.com/marketplace/listing/GZT2ZX8M8L/preferred-networks-inc-plamo-2-0-prime-for-snowflake)

- Recommended when JSON call capability isn't required and conversational capabilities in 2.1 are insufficient

[PLaMo Fin Prime 1.0](https://app.snowflake.com/marketplace/listing/GZT2ZX8M7G/preferred-networks-inc-plamo-fin-prime-1-0-for-snowflake)

- Enhanced financial model, ideal for applications requiring precise financial knowledge

**Chat UI**

If you want to chat UI, the following repository applications can be used

[https://github.com/pfnet-research/plamo-on-snowflake-streamlit-chat](https://github.com/pfnet-research/plamo-on-snowflake-streamlit-chat)

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Official website:: https://plamo.preferredai.jp/

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Preferred Networks の日本語生成 LLM「PLaMo Fin Prime」は、日本でフルスクラッチで開発した「PLaMo」に対して、さらに金融に特化したコーパスを追加学習することで構築したモデルです。これにより、極めて高い日本語能力の高さと金融能力の高さを兼ね備えたドメインに特化したモデルとなっています。

投資判断基準やポートフォリオ戦略をふまえた市場分析、企業分析レポートの作成の支援、顧客層やリスク許容度をふまえた新しい金融商品開発の支援等、高度な金融業務に対して高い性能を誇っています。

また、Snowflake のセキュアな環境でデータが一切外に出すことなく利用可能なため、これまでLLMに渡せなかった気密性の高い情報を安全に活用できます。

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**PLaMo リリースラインナップ**

[PLaMo 2.1 Prime](https://app.snowflake.com/marketplace/listing/GZT2ZX8M7O/preferred-networks-inc-plamo-2-1-prime-for-snowflake)

- 最新のモデル、多くのユースケースにおいて最適

[PLaMo 2.0 Prime](https://app.snowflake.com/marketplace/listing/GZT2ZX8M8L/preferred-networks-inc-plamo-2-0-prime-for-snowflake)

- JSON呼び出しの能力が不要で、かつ2.1での会話能力に不満がある場合に利用可能

[PLaMo Fin Prime 1.0](https://app.snowflake.com/marketplace/listing/GZT2ZX8M7G/preferred-networks-inc-plamo-fin-prime-1-0-for-snowflake)

- 金融機能が強化されたモデル、正確な金融知識が必要な場合に最適

**チャットUI**

チャットUIとして、以下のアプリケーションを利用できます。

[https://github.com/pfnet-research/plamo-on-snowflake-streamlit-chat](https://github.com/pfnet-research/plamo-on-snowflake-streamlit-chat)

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公式サイト: https://plamo.preferredai.jp/