{
  "generatedAt": "2026-06-25T20:00:00+08:00",
  "version": "3.0",
  "date": "2026-06-25",
  "url": "https://competitor-tracker.pages.dev/2026-06-25.html",
  "isLatest": true,
  "title": "竞品新能力周报 · 2026-06-25",
  "summary": "12个平台更新 · 无问芯穹14模型下线预告+Qwen3.6/GLM-5.2 · Fireworks GLM-5.2/Kimi-K2.7-Code/MiniMax-M3 · Together Whoami API+GLM-5.2 · Novita GLM系列下线 · OpenRouter多集成指南 · AWS AMI Watermarks",
  "stats": {
    "totalPlatforms": 15,
    "updatedPlatforms": 12,
    "customizationItems": 19
  },
  "groups": [
    {
      "name": "国内平台",
      "platforms": [
        {
          "name": "硅基流动",
          "emoji": "🔷",
          "updated": true,
          "source": {
            "url": "https://docs.siliconflow.cn/cn/release-notes/overview",
            "fetchedAt": "2026-06-25T14:05:00+08:00"
          },
          "highlights": [
            "GLM-4.7、Kimi-K2.5 等多款模型将于近期下线",
            "2026-05-15多模型下线通知 + 实名认证要求升级"
          ],
          "customizationItems": []
        },
        {
          "name": "无问芯穹",
          "emoji": "⚡",
          "updated": true,
          "source": {
            "url": "https://docs.infini-ai.com/gen-studio/changelog.html",
            "fetchedAt": "2026-06-25T14:08:00+08:00"
          },
          "highlights": [
            "Qwen3系列、Kimi-K2-Thinking、DeepSeek-V4-Flash-Llama等14个模型即将于6月30日下线",
            "2026-06-18 Qwen3.6系列模型上线 / 2026-06-17 GLM-5.2模型上线",
            "2026-06-16 预算管理功能上线，新增错误码10024"
          ],
          "customizationItems": []
        },
        {
          "name": "阿里百炼",
          "emoji": "🌐",
          "updated": true,
          "source": {
            "url": "https://bailian.console.aliyun.com/",
            "fetchedAt": "2026-06-25T14:10:00+08:00"
          },
          "highlights": [
            "2026-06-09 模型评测排行榜与综合评测功能上线",
            "模型导入国际站、临时API Key、Responses API异步调用、通义听悟Agent ASR资源包、Spring AI Alibaba"
          ],
          "customizationItems": []
        },
        {
          "name": "PPIO",
          "emoji": "🟢",
          "updated": true,
          "source": {
            "url": "https://blog.ppio.com/",
            "fetchedAt": "2026-06-25T14:12:00+08:00"
          },
          "highlights": [
            "首发上线GLM-5.2、Kimi K2.7 Code；MiniMax M3上线",
            "入选36氪2026最具价值成长企业100、信通院Token攀登计划、量子位2026 AIGC企业大奖"
          ],
          "customizationItems": []
        },
        {
          "name": "火山方舟",
          "emoji": "🌋",
          "updated": true,
          "source": {
            "url": "https://www.volcengine.com/docs/82379/1159177",
            "fetchedAt": "2026-06-25T14:15:00+08:00"
          },
          "highlights": [
            "Doubao-Seed-2.0（256k上下文）、Doubao-Seedance-2.0（视频生成）、Doubao-Seedream-5.0（图片生成）",
            "方舟Coding Plan订阅服务、Responses API、方舟文档MCP协议支持"
          ],
          "customizationItems": []
        },
        {
          "name": "火山机器学习平台",
          "emoji": "⛰️",
          "updated": false,
          "source": {
            "url": "https://www.volcengine.com/docs/6459",
            "fetchedAt": "2026-06-25T14:18:00+08:00"
          },
          "highlights": [],
          "customizationItems": []
        },
        {
          "name": "百度千帆",
          "emoji": "🔍",
          "updated": false,
          "source": {
            "url": "https://cloud.baidu.com/doc/WENXINWORKSHOP/s/wlgf7735m",
            "fetchedAt": "2026-06-25T14:20:00+08:00"
          },
          "highlights": [],
          "customizationItems": []
        }
      ]
    },
    {
      "name": "海外平台",
      "platforms": [
        {
          "name": "Fireworks",
          "emoji": "🎆",
          "updated": true,
          "source": {
            "url": "https://docs.fireworks.ai/updates/changelog",
            "fetchedAt": "2026-06-25T14:10:00+08:00"
          },
          "highlights": [
            "Serverless服务下线Kimi K2.5、Qwen 3.6 Plus、MiniMax M2.5；Audio和Image模型弃用",
            "GLM 5.2、Kimi K2.7 Code、MiniMax M3、Qwen 3.7 Plus上线",
            "Video & Audio Models、AWS S3 Training、JIT SSO"
          ],
          "customizationItems": [
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "Warm-Start RFT",
              "desc": "支持从SFT checkpoint继续RFT训练，实现SFT-to-RFT无缝工作流，使用--warm-start-from标志指定checkpoint",
              "url": "https://docs.fireworks.ai/fine-tuning/warm-start",
              "tags": ["RFT", "SFT", "warm-start", "checkpoint"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "VLM多模态微调",
              "desc": "支持Qwen 2.5 VL模型家族的多模态微调(3B/7B/32B/72B)，支持图文JSONL格式，最高64K上下文训练",
              "url": "https://docs.fireworks.ai/fine-tuning/fine-tuning-vlm",
              "tags": ["VLM", "多模态", "Qwen2.5-VL"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "微调作业管理",
              "desc": "微调作业支持停止后恢复、基于现有配置克隆新作业，适用于SFT和RFT任务",
              "url": "https://docs.fireworks.ai/fine-tuning/fine-tuning-models",
              "tags": ["SFT", "RFT", "作业管理"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "RFT with DPO",
              "desc": "支持DPO(直接偏好优化)和强化学习微调，提供自定义rollout和reward开发能力，支持多轮训练",
              "url": "https://docs.fireworks.ai/fine-tuning/reinforcement-fine-tuning-models",
              "tags": ["RFT", "DPO", "RLHF", "偏好优化"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "加权训练",
              "desc": "RFT支持逐样本加权训练，控制不同样本对训练的影响程度",
              "url": "https://docs.fireworks.ai/fine-tuning/fine-tuning-models",
              "tags": ["加权训练", "样本权重"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "QAT量化感知训练",
              "desc": "SFT V2支持量化感知训练，在训练过程中考虑量化影响，提升低精度部署效果",
              "url": "https://docs.fireworks.ai/fine-tuning/fine-tuning-models",
              "tags": ["QAT", "量化感知训练"]
            },
            {
              "category": "evaluation",
              "categoryLabel": "评测",
              "title": "Evaluator & MLOps",
              "desc": "Evaluator创建体验增强，支持GitHub模板集成；新增Weights & Biases和MLflow集成，支持实验追踪",
              "url": "https://docs.fireworks.ai/ecosystem/integrations/wandb",
              "tags": ["Evaluator", "W&B", "MLflow", "实验追踪"]
            },
            {
              "category": "dataProcessing",
              "categoryLabel": "数据",
              "title": "AWS S3 BYOB数据集",
              "desc": "训练数据集可存储在自有AWS S3桶中，通过GCP-to-AWS OIDC联邦实现安全访问，无需长期凭证",
              "url": "https://docs.fireworks.ai/fine-tuning/secure-fine-tuning",
              "tags": ["S3", "BYOB", "数据集", "安全训练"]
            },
            {
              "category": "dataProcessing",
              "categoryLabel": "数据",
              "title": "数据集下载",
              "desc": "支持从Fireworks Web App直接下载数据集，可下载单个文件或批量ZIP下载",
              "url": "https://docs.fireworks.ai/fine-tuning/fine-tuning-models",
              "tags": ["数据集下载", "数据管理"]
            },
            {
              "category": "deploy",
              "categoryLabel": "部署",
              "title": "LoRA快速部署",
              "desc": "支持live merge或multi-LoRA部署，速度匹配基础模型，单命令简化部署流程",
              "url": "https://docs.fireworks.ai/fine-tuning/deploying-loras",
              "tags": ["LoRA", "live merge", "multi-LoRA"]
            }
          ]
        },
        {
          "name": "Together AI",
          "emoji": "🤝",
          "updated": true,
          "source": {
            "url": "https://docs.together.ai/docs/changelog",
            "fetchedAt": "2026-06-25T14:18:00+08:00"
          },
          "highlights": [
            "Whoami API端点、Early stopping for fine-tuning、Audio transcription上传限制提升至500MB、LoRA adapter支持附加到专用端点",
            "GLM-5.2 serverless、Kimi K2.7 Code serverless、MiniMax M3 serverless上线；GLM-5、Qwen3.5-397B-A17B下线预告",
            "DeepSeek-V4-Pro降价"
          ],
          "customizationItems": [
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "Early Stopping早停",
              "desc": "微调作业支持早停功能，当验证损失停止改善时自动停止训练，减少成本并避免过拟合，支持patience/min_delta等参数调优",
              "url": "https://docs.together.ai/docs/fine-tuning/early-stopping",
              "tags": ["早停", "过拟合", "验证损失"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "Metrics API",
              "desc": "新增GET /fine-tunes/{id}/metrics端点，程序化获取训练指标(损失曲线等)，无需打开dashboard即可监控进度",
              "url": "https://docs.together.ai/docs/fine-tuning/metrics-api",
              "tags": ["Metrics API", "监控", "损失曲线"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "新增微调模型",
              "desc": "新增支持Qwen3.6-35B-A3B、Gemma-4-31B/26B微调，扩展大模型微调能力",
              "url": "https://docs.together.ai/docs/fine-tuning/supported-models",
              "tags": ["Qwen3.6", "Gemma-4", "微调"]
            },
            {
              "category": "fineTuning",
              "categoryLabel": "微调",
              "title": "FP4/INT8量化",
              "desc": "支持FP4和INT8量化部署，降低推理成本，多个模型(如GLM-5.2、Gemma-4)已支持FP4量化",
              "url": "https://docs.together.ai/docs/inference/quantization",
              "tags": ["FP4", "INT8", "量化部署"]
            },
            {
              "category": "evaluation",
              "categoryLabel": "评测",
              "title": "Evaluations框架",
              "desc": "LLM-as-judge评测框架，支持compare/classify/score功能，可创建自定义评测套件",
              "url": "https://docs.together.ai/docs/evaluation/overview",
              "tags": ["LLM-as-judge", "评测框架"]
            },
            {
              "category": "evaluation",
              "categoryLabel": "评测",
              "title": "Single-pass对比",
              "desc": "compare评测支持disable_position_bias_correction参数，单次运行降低50%成本和延迟",
              "url": "https://docs.together.ai/docs/evaluation/compare",
              "tags": ["compare评测", "位置偏置"]
            },
            {
              "category": "dataProcessing",
              "categoryLabel": "数据",
              "title": "数据集验证",
              "desc": "微调数据集上传后经过完整服务端schema验证，暴露processing_status和validation_report，可在训练前检测缺失role字段等问题",
              "url": "https://docs.together.ai/docs/fine-tuning/dataset-validation",
              "tags": ["数据验证", "schema验证", "质量检查"]
            },
            {
              "category": "dataProcessing",
              "categoryLabel": "数据",
              "title": "HuggingFace集成",
              "desc": "支持微调任意<100B参数的Hugging Face Hub CausalLM模型",
              "url": "https://docs.together.ai/docs/fine-tuning/huggingface",
              "tags": ["HuggingFace", "数据集集成"]
            },
            {
              "category": "deploy",
              "categoryLabel": "部署",
              "title": "LoRA多适配器",
              "desc": "支持将多个LoRA适配器附加到单个LoRA专用端点，共享硬件资源",
              "url": "https://docs.together.ai/docs/fine-tuning/lora-multi-adapter",
              "tags": ["LoRA", "多适配器", "硬件共享"]
            }
          ]
        },
        {
          "name": "Google Vertex AI",
          "emoji": "☁️",
          "updated": true,
          "source": {
            "url": "https://cloud.google.com/vertex-ai/docs/release-notes",
            "fetchedAt": "2026-06-25T14:22:00+08:00"
          },
          "highlights": [
            "Data Science Agent正式发布，同时Vertex AI Extensions宣布弃用（2026-11-26关闭）",
            "Gemma 4 26B A4B IT、Veo 3.1 Lite公测",
            "Imagen和视频生成GA端点弃用（建议6月30日前迁移）、Gemini 2.5系列退役日期更新至2026-10-16"
          ],
          "customizationItems": []
        },
        {
          "name": "RunPod",
          "emoji": "🚀",
          "updated": false,
          "source": {
            "url": "https://docs.runpod.io/",
            "fetchedAt": "2026-06-25T14:25:00+08:00"
          },
          "highlights": [],
          "customizationItems": []
        },
        {
          "name": "Novita AI",
          "emoji": "⚙️",
          "updated": true,
          "source": {
            "url": "https://docs.novita.ai/",
            "fetchedAt": "2026-06-25T14:28:00+08:00"
          },
          "highlights": [
            "GLM Text to Speech、GLM Audio to Text、GLM Voice Clone、GLM Image Generation、Hunyuan Image 3将于7月7日下线",
            "推荐替代: MiniMax Speech 2.8 Turbo、MiniMax Quick Voice Cloning、Seedream 5.0 lite"
          ],
          "customizationItems": []
        },
        {
          "name": "AWS Bedrock",
          "emoji": "📦",
          "updated": true,
          "source": {
            "url": "https://aws.amazon.com/bedrock/",
            "fetchedAt": "2026-06-25T14:30:00+08:00"
          },
          "highlights": [
            "2026-06-01 GPT-5.5/GPT-5.4/Codex GA / 2026-05-28 Claude Opus 4.8上线",
            "AMI Watermarks、EMR Serverless实时配置更新、AWS MCP Server跨账户访问、Bedrock Service Quotas扩展"
          ],
          "customizationItems": []
        },
        {
          "name": "AWS SageMaker AI",
          "emoji": "🧠",
          "updated": true,
          "source": {
            "url": "https://aws.amazon.com/sagemaker/",
            "fetchedAt": "2026-06-25T14:32:00+08:00"
          },
          "highlights": [
            "SageMaker Notebook实例GPU扩展（P6-B200、P5en、P4de）",
            "Unified Studio notebook scheduling、Multi-turn RL for agent customization、ECS Managed Instances支持Trainium/Inferentia、Studio快速设置（20秒内）"
          ],
          "customizationItems": []
        },
        {
          "name": "OpenRouter",
          "emoji": "🔀",
          "updated": true,
          "source": {
            "url": "https://openrouter.ai/docs",
            "fetchedAt": "2026-06-25T14:35:00+08:00"
          },
          "highlights": [
            "AI Governance Checklist、AI Data Residency指南发布",
            "OpenClaw、SillyTavern、Kilo Code、OpenAI Codex CLI、Claude Code集成指南发布",
            "OpenRouter vs Portkey、OpenRouter vs LiteLLM对比指南"
          ],
          "customizationItems": []
        }
      ]
    }
  ]
}