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Together AI batch inference from JSONL v1.0.0

Use this resource to process independent requests in bulk with the Together AI Batch API

New

  • 325 downloads
  • 171 likes
  • 159 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install together-ai-batch-inference

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent turns offline requests into a recoverable Batch job, polls its status, downloads successes and errors, then reconciles every result by custom_id without relying on output order.

Mostly picked by

Updated November 2, 2026

Card for the “Together AI batch inference from JSONL” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md : JSONL upload, job polling and custom_id reconciliation
  • references/official-docs.md : models eligible for batch processing

Good fit for

  • You must classify thousands of texts with no urgency
  • A previous batch lost results because IDs were not unique

Not for

    Tags

    • together ai
    • batch
    • jsonl
    • inference
    • reconciliation

    About

    You say

    “Classify these ten thousand reviews with Together AI in batch, keeping one ID per review for reconciliation.”

    Card for the “Together AI batch inference from JSONL” skill

    Skill published by Jeremy Longshore <jeremy@intentsolutions.io> under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to process independent requests in bulk with the Together AI Batch API
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/official-docs.md3 KB
    • SKILL.md4 KB

    Origin and licence

    Listed unmodified

    Author
    Jeremy Longshore <jeremy@intentsolutions.io>
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/.curated/together-core-workflow-b
    Licence
    MIT

    Notice

    « together-core-workflow-b » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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