Support sequence data parallelism during generation
还没有人认领这个 Issue。
评估
- 难度
- 5/5
- 预计耗时
- 一周以上
- 新手友好度
- 8/100
- Issue 类型
- 功能
- 描述清晰度
- 需要澄清
- 活跃度
- 停滞
- 技术栈
- huggingface, python
调研方向
The payload names only the HF adapter interface and generate under data parallelism, with no file paths or tests. The open question is whether logits return on all model and sequence parallel ranks or only the main one, and the issue leaves that undecided. Settle that design choice with maintainers before writing code; done means that decision is recorded and a tested, documented PR exists.
由索引模型根据 Issue 内容生成。
描述
🎯 Goal (What & Why)
Support sequence data parallelism during generate via the HF adapter interface.
We need to decide how to integrate this. generate must run on each data parallel block, but for example, should we return logits on all model and sequence parallel ranks in the block, or just on the main one?
🚀 Execution Plan
Step 1: What is the smallest working version?
tbd
Step 2: What additional optimizations are possible (but optional)?
tbd
📌 Acceptance Criteria (Must-Haves for Completion)
- The feature must be functional and tested.
- The implementation must be documented in practical terms.
- The PR must include a performance/impact summary.
- No refactors unless directly necessary for feature completion.
🛠️ Project Management
- Assign the project to the Fast-LLM project.
- Set the
Estimatefield (in days) in the GitHub project. - Use the
Sizefield to categorize the PR size (Small/Medium/Large). - Assign an owner when opening the issue.
- 主要语言
- Python
- 星标
- 337
- 派生
- 52
- PR 合并指标
- 30 天内没有已合并 PR
环境准备
- 提供 Dockerfile 或 Docker Compose 文件
- 有 Pull Request 模板
- 阅读贡献指南
从这里开始
- 先读完整个 Issue，再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库，在一个分支上完成修改。
- 提交 Pull Request，并在描述里引用这个 Issue 编号。
ServiceNow/Fast-LLM 的其他 Issue
-
难度 4/5 3-5 天 新手友好度 25/100
ServiceNow/Fast-LLM#556 ·
-
难度 4/5 3-5 天 新手友好度 30/100
ServiceNow/Fast-LLM#538 ·
-
enhancement
难度 5/5 一周以上 新手友好度 12/100
ServiceNow/Fast-LLM#533 ·
-
难度 5/5 一周以上 新手友好度 15/100
ServiceNow/Fast-LLM#510 · 1 条评论 ·
-
难度 5/5 一周以上 新手友好度 12/100
ServiceNow/Fast-LLM#507 ·
查看 ServiceNow/Fast-LLM 的全部 Issue
相似的 Issue
-
infrastructure
难度 2/5 1-3 小时 新手友好度 76/100
NatLabRockies/H2Integrate#977 ·
维护者通常 1 天内回复
-
bug
难度 2/5 1-3 小时 新手友好度 72/100
topoteretes/cognee#6470 · 1 条评论 ·
维护者通常 1 天内回复
-
难度 2/5 1-3 小时 新手友好度 62/100
-
area:docs priority:p2 type:docs wave:9
难度 1/5 1 小时以内 新手友好度 84/100
jejjohnson/radtrax#293 ·
维护者通常 1 天内回复
-
bug core plugins
难度 2/5 1-3 小时 新手友好度 68/100
bunkerity/bunkerweb#4121 · 1 条评论 ·
维护者通常 1 天内回复