MODEL PROFILE · 模型档案

hpc-assistant-qwen3-4b

VaibhavKKM · hpc-assistant-qwen3-4b

**ClusterPilot** answers supercomputer questions (Slurm job scripts, job arrays and dependencies, GPUs, MPI, modules, storage, EuroHPC systems) and, in agent mode, works on your real cluster: it checks, submits, debugs and resubmits your jobs. It is a 4B model distilled from 80B and 235B teachers, ships as a **3.3 GB GGUF for Ollama and llama.cpp**, and runs **fully offline**. The model is still version 1.3. The ClusterPilot app (the `clusterpilot` command) got 30+ fixes from testing real use on Leonardo (CINECA) and on a B300 cluster, on macOS, Linux and Windows. Highlights: `main` now holds **ClusterPilot-4B 1.3**: version 1.2 further distilled from Qwen3-235B-A22B-Instruct-2507 (FP8) with full-parameter training on 8 NVIDIA B300 GPUs (teacher answers with top-20 log-probabilities for prompts with the app's documentation excerpts). Same 4B size, same chat format and GGUF files. Version 1.2 stays on the `v1.2` branch, version 1.0 on `v1.0`.

译文排队中,当前展示来源原文。

文本生成license:cc-by-nc-sa-4.0
上下文窗口来源未披露
输入 → 输出文本 → 文本
模型权重待核验
档案更新时间2026/11/2 19:17:06
OVERVIEW

模型介绍

**ClusterPilot** answers supercomputer questions (Slurm job scripts, job arrays and dependencies, GPUs, MPI, modules, storage, EuroHPC systems) and, in agent mode, works on your real cluster: it checks, submits, debugs and resubmits your jobs. It is a 4B model distilled from 80B and 235B teachers, ships as a **3.3 GB GGUF for Ollama and llama.cpp**, and runs **fully offline**. The model is still version 1.3. The ClusterPilot app (the `clusterpilot` command) got 30+ fixes from testing real use on Leonardo (CINECA) and on a B300 cluster, on macOS, Linux and Windows. Highlights: `main` now holds **ClusterPilot-4B 1.3**: version 1.2 further distilled from Qwen3-235B-A22B-Instruct-2507 (FP8) with full-parameter training on 8 NVIDIA B300 GPUs (teacher answers with top-20 log-probabilities for prompts with the app's documentation excerpts). Same 4B size, same chat format and GGUF files. Version 1.2 stays on the `v1.2` branch, version 1.0 on `v1.0`.

主要特点

特点摘要待依据来源补齐,不凭模型名称推断能力。

局限与注意事项

暂无足够来源支持具体缺点结论。请重点验证实际任务表现、时延、数据政策、许可与版本生命周期。

PRICING & COST

来源报价与费用分析

同一模型在不同渠道、地区和配置下可能采用不同价格。下表独立保留各渠道报价,不将渠道价格视为厂商官方统一价格。

来源 / 渠道输入输出计费单位采集时间
暂未取得可核验报价,请查阅来源渠道。

按月估算基础 Token 费用

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预估不包含缓存优惠、阶梯定价、多模态附加费用、网络检索、税费及推理额外输出。

INDEPENDENT BENCHMARKS

公开评测与运行配置

暂无已采集的可核验公开评分。模型未上榜不代表能力较低。

查看完整已收录榜单 →

常见问题

开放权重是否代表可以免费商用?

不一定。应核对具体版本许可证、商用门槛和使用政策。自部署还会产生算力和维护成本。

这些价格是实时结算价格吗?

不是实时结算价格,而是带采集时间的来源报价快照。请到对应渠道核对当前版本、区域、折扣和计费方式。

资料来源与可追溯记录

许可证:cc-by-nc-sa-4.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。