Muse-Spark-Open-816B-A42B-GGUF

모델 소개

--- **Authors**: Meta Superintelligence Labs **Model Release Date:** October 2026 **License**: Muse Model License Muse Spark Open is an 816B total/42B active parameter open weights model with a context window of 1M tokens. Built for coding and agentic work, Muse Spark Open is natively multimodal. This open weights version has additional safety post-training to make it more robust against misuse as a standalone model without system guardrails. We recommend deploying Muse Spark Open as part of a broader AI system, with additional guardrails suited to the specific use case. 1. **Multi-Step Reasoning** \- chains reasoning over long horizons, sustaining coherent plans across complex, extended workflows. 2. **End to End Agentic Task Completion** \- multi-step planning, sequential tool invocation, failure recovery, and long-horizon task execution, working within scaffolds, write and debug code, and resolve multi-turn requests from start to finish. 3. **Coding Agents** \- writing, debugging, and resolving real-world software engineering tasks. 4. **Tool Use** \- tool invocation across extended multi-turn workflows, diagnosing error and retrying with tool call failures 5. **Multimodal Reasoning** \- interpreting screenshots, charts, documents, images, audio and video recordings, alongside conversation for agentic and information-rich environments. 6. **Synthetic Data Generation** \- generating high-quality training data for downstream model development. 7. **LLM-as-a-judge Evaluation** \- serving as an evaluator for other models' outputs.

주요 특징

特点摘要待依据来源补齐，不凭模型名称推断能力。

한계 및 유의 사항

구체적 한계를 판단할 출처가 부족합니다. 실제 성능, 지연, 데이터 정책, 라이선스와 버전 수명을 확인하세요.

출처별 요금 및 비용 분석

요금은 채널, 지역, 설정에 따라 다릅니다. 각 채널 요금은 개별 표시되며 제공사의 통일 공식 요금이 아닙니다.

공개 평가 및 실행 설정

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。

자주 묻는 질문

출처 및 추적 기록

许可证：other。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。