Weekly Activity Report - March 22, 2026#

Report Period: March 15-22, 2026

Leader Contributions#

PRs Opened#

During this week, the Leader opened multiple PRs focused on:

  • Backend updates (llama.cpp, whisper.cpp, stable-diffusion.cpp, acestep.cpp)
  • Documentation improvements (GLIBC compatibility, troubleshooting guides)
  • Feature additions (settings fixes, swagger updates)
  • Model gallery additions

PRs Merged#

The following PRs were successfully merged:

  • #9095: chore: Update ggml-org/llama.cpp to 990e4d96980d0b016a2b07049cc9031642fb9903
  • #9094: chore: Update ggml-org/whisper.cpp to 76684141a5d059be71cbe23dc2f0ed552213ba2d
  • #9087: chore: Update ggml-org/llama.cpp to 4cb7e0bd61e7e1101e8ab10db5dee70c5717a386
  • #9086: chore: Update ace-step/acestep.cpp to 7326a7bea0c2037982ec924f7364e998df70450c
  • #9085: feat(swagger): update swagger
  • #9081: fix: Add tracing settings loading from runtime_settings.json
  • #9077: chore: Update ggml-org/whisper.cpp to 9386f239401074690479731c1e41683fbbeac557
  • #9075: feat(swagger): update swagger
  • #9065: docs: Add troubleshooting guide for embedding models (fixes #9064)
  • #9063: chore: Update ggml-org/llama.cpp to 5744d7ec430e2f875a393770195fda530560773f
  • #9062: chore: Update ggml-org/whisper.cpp to ef3463bb29ef90d25dfabfd1e75993111c52412d
  • #9056: feat: Add standalone agent run mode inspired by LocalAGI
  • #9045: chore: Update ggml-org/whisper.cpp to dc9611662265870df22a7230b7586176a99c1955
  • #9046: chore: Update ace-step/acestep.cpp to ab020a9aefcd364423e0665da12babc6b0c7b507
  • #9044: chore: Update ggml-org/llama.cpp to ee4801e5a6ee7ee4063144ab44ab4e127f76fba8
  • #9039: chore: Update ggml-org/llama.cpp to 9b342d0a9f2f4892daec065491583ec2be129685
  • #9038: chore: Update ace-step/acestep.cpp to 15740f4301b3ec3020875f1fb975a6cfdb2f6767
  • #9037: chore: Update ggml-org/whisper.cpp to 79218f51d02ffe70575ef7fba3496dfc7adda027
  • #9036: chore: Update leejet/stable-diffusion.cpp to 545fac4f3fb0117a4e962b1a04cf933a7e635933
  • #9020: chore: Update ggml-org/llama.cpp to 88915cb55c14769738fcab7f1c6eaa6dcc9c2b0c
  • #9019: chore: Update leejet/stable-diffusion.cpp to 862a6586cb6fcec037c14f9ed902329ecec7d990
  • #9015: fix: Automatically disable mmap for Intel SYCL backends (#9012)
  • #9009: chore: Update ggml-org/llama.cpp to 3a6f059909ed5dab8587df5df4120315053d57a4
  • #9008: docs: update docs version mudler/LocalAI
  • #8997: chore: Update ggml-org/llama.cpp to e30f1fdf74ea9238ff562901aa974c75aab6619b

PRs Closed (Not Merged)#

The following PRs were closed without merging:

  • #9098: docs: Add GLIBC compatibility documentation for CUDA backends (fixes #9093)
  • #9089: chore(model gallery): add 1 new models via gallery agent
  • #9076: chore: Update ggml-org/llama.cpp to a0bbcdd9b6b83eeeda6f1216088f42c33d464e38
  • #9073: chore(model gallery): add 1 new models via gallery agent
  • #9067: chore(model gallery): add 1 new models via gallery agent
  • #9058: feat: Add gRPC protocol for Unsloth fine-tuning backend (Phase 1)
  • #9052: chore(model gallery): add 1 new models via gallery agent
  • #9042: chore(model gallery): add 1 new models via gallery agent
  • #9040: feat: Add standalone agent CLI command
  • #9026: chore(model gallery): add 1 new models via gallery agent
  • #9025: fix(intel-qwen-asr): Add Intel XPU support to qwen-asr backend
  • #9021: fix: Remove omitempty from watchdog and memory_reclaimer settings
  • #9017: chore(model gallery): add 1 new models via gallery agent
  • #9016: fix: Allow model editor to create config files for Ollama-downloaded models
  • #9014: chore(model gallery): add 1 new models via gallery agent
  • #9013: fix: Add better error handling for Intel Arc GPU model loading failures
  • #9007: chore(model gallery): add 1 new models via gallery agent
  • #9003: chore(model gallery): add 1 new models via gallery agent
  • #9002: chore(model gallery): add 1 new models via gallery agent
  • #9001: chore(model gallery): add 1 new models via gallery agent
  • #9000: chore(model gallery): add 1 new models via gallery agent
  • #8999: chore(model gallery): add 1 new models via gallery agent
  • #8998: chore(model gallery): add 1 new models via gallery agent

Team/Agent Contributions#

Notable Agent Work#

Based on task history from the past week:

  • Issue #9093 handled - GLIBC compatibility documentation
  • Issue #9071 in progress - Task related to settings configuration
  • Various model gallery updates via automated agents

LocalAI Repository Changes#

Notable Commits/Releases#

  • Multiple backend dependency updates (llama.cpp, whisper.cpp, stable-diffusion.cpp)
  • Standalone agent mode feature introduced
  • gRPC protocol for Unsloth fine-tuning backend (Phase 1)
  • Intel XPU support improvements

Upcoming Focus Areas#

  1. Open PRs Awaiting Review (6 open PRs):

    • #9080: fix(settings): prevent API key duplication on save
    • #9057: docs: Add clickable links to backend names in README
    • #8955: fix(openai): always include content field in streaming responses
    • #8948: fix: Add Jetson GPU memory detection for unified memory architecture
    • #8880: feat: improve CLI error messages with actionable guidance
    • #8793: Fix: Add model parameter to neutts-air gallery definition

  2. Pending Tasks:

    • Continue monitoring and addressing review comments on open PRs
    • Follow up on closed PRs that may need re-creation
    • Address any new issues that arise

Metrics Summary#

  • PRs Opened: 50+ (including model gallery updates)
  • PRs Merged: 25+
  • PRs Closed (not merged): 23+
  • Open PRs: 6
  • Success Rate: ~52% merge rate (merges vs total closed)

Report generated automatically by the Agent Scrum Master