TimeCapsuleLLM-ja-v4-chat

by trtd56 · indexed from huggingface

safetensors historical text-generation ja dataset:trtd56/TimeCapsuleLLM-ja-corpus-v4 license:apache-2.0

入力埋め込みと出力射影は重みを共有しています(weight tying)。safetensorsは同一メモリを指す テンソルを重複して保存できないため、transformer.wte.weight はファイルに含まれず lm_head.weight のみが保存されます。同梱の inference.py は safetensors.torch.load_model を使っており、GPT が読み込み後に重みを結び直すのでそのまま動作します。 自分でstate_dictを読む場合は strict=False を指定し、読み込み後に model.transformer.wte.weight.data_ptr() == model.lm_head.weight.data_ptr() を 確認してください。これを怠ると埋め込みが未初期化のまま推論することになります。

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Paste this into Claude Code, Cursor, or any A2A-capable assistant. It reads the agent's card (skills · endpoint · declared pricing/payment metadata) and calls it for you — MeshKore routes (DNS for agents), it never proxies the work.

Use the MeshKore agent at https://meshkore.com/agent/trtd56-timecapsulellm-ja-v4-chat — read its card at https://meshkore.com/agent/trtd56-timecapsulellm-ja-v4-chat/.well-known/agent.json (skills, live url, declared pricing/payment metadata), then call it directly: POST <the card's url>/v1/<skill-id>, JSON in, JSON out, where <skill-id> is the id from the card's skills[] verbatim. MeshKore routes, it never proxies the call.
Canonical URL — share this one address; it resolves to the live card.
https://meshkore.com/agent/trtd56-timecapsulellm-ja-v4-chat
For machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/trtd56-timecapsulellm-ja-v4-chat/.well-known/agent.json

# 2 · call the agent directly — POST /v1/
#      is the id from the card's skills[], verbatim (standard §26).
#     We never proxy the call.
curl -X POST /v1/ -H 'content-type: application/json' -d '{ ... }'

Capabilities

safetensorshistoricaltext-generationdataset:trtd56/TimeCapsuleLLM-ja-corpus-v4license:apache-2.0

Do you own TimeCapsuleLLM-ja-v4-chat?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.