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###
[`v3.20.0`](https://redirect.github.com/ghostfolio/ghostfolio/blob/HEAD/CHANGELOG.md#3200---2026-07-04)
[Compare
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##### Changed
- Refactored the rounding logic in the holding detail dialog
- Refactored the rounding logic in the treemap chart component
- Restricted the modification of activity tags in the impersonation mode
- Hardened the endpoint of the public access for portfolio sharing by
restricting it to public accesses
- Improved the parsing of integer query parameters (`skip` and `take`)
in the `GET api/v1/admin/user` endpoint
- Improved the parsing of integer query parameters (`skip` and `take`)
in the `GET api/v1/asset-profiles` endpoint
- Improved the parsing of the integer query parameter
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(`includeHistoricalData`) in the `GET api/v1/symbol/:dataSource/:symbol`
endpoint
- Harmonized the filter parsing using `groupBy` across various services
- Improved the language localization by translating various tooltips
across the application
- Improved the language localization for German (`de`)
- Improved the language localization for Ukrainian (`uk`)
- Upgraded `yahoo-finance2` from version `3.14.3` to `3.15.4`
##### Fixed
- Resolved an issue in the treemap chart component when the holdings
list is empty
- Fixed the handling of cash positions in the portfolio calculations
when filtering by holding or tag
- Fixed the handling of cash positions in the portfolio details when
filtering
- Fixed the market condition of the benchmarks in the twitter bot
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###
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##### Bug Fixes
- unblock query cache mutations in demo mode and add cache buster
([#​6176](https://redirect.github.com/homarr-labs/homarr/issues/6176))
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### 🎉 LocalAI 4.6.0 Release! 🚀
<h1 align="center">
<br>
<img height="300"
src="https://raw.githubusercontent.com/mudler/LocalAI/refs/heads/master/core/http/static/logo.png">
<br>
<br>
</h1>
LocalAI 4.6.0 is out!
This is a reliability-focused release: AMD ROCm backends now run on-GPU
at full speed, distributed model loads no longer wedge when a worker
dies, and realtime sessions warm up predictably. It also brings
conversation forking to the built-in chat UI, a Prometheus counter for
PII/audit events, and an SSRF fix for the model gallery.
**Highlights:**
- 🔴 **AMD ROCm runs correctly** - ggml audio backends offload to the
GPU, hipBLASLt kernel-tuning data is bundled (no more slow generic
kernels), `rocm-vllm` installs the right wheel, and the ASIC ID table is
found.
- 🎙️ **Predictable realtime** - sessions eagerly warm the whole pipeline
(VAD, ASR, LLM, TTS) up front, so the first turn no longer pays
per-model cold-start stalls, plus a new `POST /backend/load` API and
"Load into memory" UI button.
- 🌿 **Forking chat** - retry *any* assistant answer, branch a new chat
from any point, duplicate, or copy the whole conversation, directly in
the built-in UI.
- 🛡️ **Distributed hardening** - a dead worker can no longer pin the
model-load advisory lock (the \~15-minute wedge is gone), and orphaned
backend workers self-terminate instead of holding VRAM.
- 📊 **PII/audit metrics** - PII detections/masks/blocks are exported as
a Prometheus counter, so you can alert when the filter stops firing.
- 🔒 **Gallery SSRF fix** - `POST /models/apply` config-URL fetches are
validated against private/loopback/metadata addresses.
Plus idempotent backend installs, tool-calling and reasoning fixes
across the vLLM and Python/MLX backends, cloud-proxy compatibility with
the newest reasoning models, and the usual set of dependency updates.
***
#### 📌 TL;DR
| Area | Summary |
| --------------------------------------- |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
|
| 🔴 **AMD ROCm reliability** | ggml audio backends now compile with
`-DGGML_HIP=ON` and link HIP (real GPU offload); hipBLASLt
`TensileLibrary` data bundled + `HIPBLASLT_TENSILE_LIBPATH` exported;
`rocm-vllm` installs from the AMD wheel index on Python 3.12;
`amdgpu.ids` symlinked so the ASIC table is found. |
| 🎙️ **Realtime warm-up + load API** | Sessions block-warm the full
pipeline at start (errors surface up front); new `POST /backend/load` /
`POST /v1/backend/load`, a "Load into memory" UI action, and a
`load_model` MCP tool. Opt out per pipeline with `disable_warmup: true`.
|
| 🌿 **Forking chat** | Regenerate any assistant answer (not just the
last), branch a new chat from any turn, duplicate a chat, or copy it as
Markdown - all client-side in the React UI. |
| 🛡️ **Process & distributed lifecycle** | A dead worker no longer pins
the per-model PostgreSQL advisory lock (bounded load ceiling +
context-scoped `lock_timeout`); backend workers self-terminate on parent
death (`LOCALAI_BACKEND_PARENT_WATCH`); the watchdog stops logging
optional `Free()` as an error. |
| ⚙️ **Idempotent backend installs** | `POST /backends/apply` and the
`LOCALAI_EXTERNAL_BACKENDS` boot loop no longer re-pull an
already-installed backend unless `force: true`. |
| 📊 **PII/audit Prometheus counter** |
`localai_pii_events_total{kind,origin,action,direction}` on `/metrics`,
complementing the `/api/pii/events` ring buffer. |
| 🔒 **Gallery SSRF hardening** | Gallery config URL fetches run through
`ValidateExternalURL`, blocking private, loopback, link-local, and
cloud-metadata addresses. |
| 🧩 **Tool-calling & reasoning fixes** | Non-streaming vLLM tool calls
restored; MLX/Python backends decode tool-call arguments for chat
templates and split closing-only `</think>` reasoning blocks. |
***
#### 🚀 New Features & Major Enhancements
##### 🔴 AMD ROCm backends run correctly on-GPU
Four coupled fixes make ROCm/hipBLAS backends actually run on AMD
hardware, and at full speed, instead of silently falling back to CPU or
slow generic kernels:
- **GPU offload for ggml audio backends**
([#​10667](https://redirect.github.com/mudler/LocalAI/issues/10667)):
`rocm-qwen3-tts-cpp`, `rocm-omnivoice-cpp`, `acestep-cpp`, and
`vibevoice-cpp` were building CPU-only because their Makefiles passed
the no-op `-DGGML_HIPBLAS=ON` (upstream ggml only understands
`-DGGML_HIP=ON`) and the CMake link loop omitted `hip`. They now use the
same hipblas recipe as llama-cpp and link the HIP backend.
- **hipBLASLt kernel-tuning data**
([#​10660](https://redirect.github.com/mudler/LocalAI/issues/10660),
[#​10672](https://redirect.github.com/mudler/LocalAI/issues/10672)):
the packager bundled rocBLAS data but not the parallel hipBLASLt
`TensileLibrary_lazy_gfx*.dat` files, so every arch silently used slow
kernels and logged `Cannot read "TensileLibrary_lazy_gfx*.dat"`. The
data is now bundled and `HIPBLASLT_TENSILE_LIBPATH` is exported by the
`llama-cpp` and `turboquant` `run.sh`.
- **`rocm-vllm` installs the right wheel**
([#​10642](https://redirect.github.com/mudler/LocalAI/issues/10642),
[#​10651](https://redirect.github.com/mudler/LocalAI/issues/10651)):
the backend was pulling the CUDA-only PyPI `vllm` (fatal
`ModuleNotFoundError: No module named 'vllm'` on AMD). It now pins
CPython 3.12 and installs vLLM from the ROCm wheel index
(`https://wheels.vllm.ai/rocm/`).
- **ASIC ID table found**
([#​10624](https://redirect.github.com/mudler/LocalAI/issues/10624),
[#​10627](https://redirect.github.com/mudler/LocalAI/issues/10627)):
the compute-only hipblas image lacks
`/opt/amdgpu/share/libdrm/amdgpu.ids`, so every model load warned.
Ubuntu's `libdrm-common` copy is now symlinked into place.
> 🔗 PRs:
[#​10667](https://redirect.github.com/mudler/LocalAI/issues/10667),
[#​10672](https://redirect.github.com/mudler/LocalAI/issues/10672),
[#​10651](https://redirect.github.com/mudler/LocalAI/issues/10651),
[#​10627](https://redirect.github.com/mudler/LocalAI/issues/10627)
##### 🎙️ Realtime: eager pipeline warm-up + a load-into-memory API
Realtime voice sessions now eagerly and blockingly warm the entire
pipeline (VAD, transcription, LLM, TTS, sound detection, voice
recognition) at session start instead of lazy-loading each sub-model on
first use. The first turn no longer pays per-model cold-start stalls,
and model-load errors surface up front at session start (as
`model_load_error`) rather than mid-stream. Pipeline sub-models load
concurrently, so a session warms in the time of its slowest stage, not
the sum, and a failed stage names every broken model in a joined error.
This also adds a LocalAI-native `POST /backend/load` (and
`/v1/backend/load`), the inverse of `/backend/shutdown`, exposed as a
"Load into memory" UI action and a `load_model` MCP admin tool, so
admins can pre-warm any model (including full pipelines) on demand. The
`--load-to-memory` startup flag now routes through the same engine. Opt
out per pipeline with `disable_warmup: true`.
> 🔗 PRs:
[#​10662](https://redirect.github.com/mudler/LocalAI/issues/10662)
##### 🌿 Forking chat in the built-in UI
The React chat UI gains conversation-management tools: regenerate *any*
assistant answer (not just the last), branch a new chat from any answer,
duplicate a chat into an independent copy, or copy the whole
conversation to the clipboard as Markdown. Retrying a mid-conversation
answer correctly truncates the conversation before re-asking, both in
the DOM and in the request payload (this also fixes a latent
stale-closure bug where a mid-conversation retry sent the downstream
turns back to the model). All client-side, no backend changes.
> 🔗 PRs:
[#​10654](https://redirect.github.com/mudler/LocalAI/issues/10654)
##### 🛡️ Sturdier process and distributed lifecycle
- **Dead-worker advisory-lock wedge**
([#​10600](https://redirect.github.com/mudler/LocalAI/issues/10600)):
a distributed worker going mid-load could pin a per-model PostgreSQL
advisory lock and fail every subsequent request to that model with
`55P03` for \~15 minutes. The detached load context is now bounded by a
model-load ceiling, the install wait honors cancellation via
`singleflight.DoChan`, and `lock_timeout` is scoped to the caller's
context budget instead of a deployment-global GUC.
- **Parent-death safety net**
([#​10639](https://redirect.github.com/mudler/LocalAI/issues/10639)):
if LocalAI is `SIGKILL`ed before teardown, spawned backend workers used
to get reparented to init and linger, holding VRAM and their port. Each
backend now polls its parent PID and self-terminates on reparenting.
Configurable via `LOCALAI_BACKEND_PARENT_WATCH` (default on, auto-off on
Windows) and `LOCALAI_BACKEND_PARENT_WATCH_INTERVAL` (default `2s`). C++
coverage is llama-cpp for now; Python covers all backends.
- **Quieter watchdog**
([#​10602](https://redirect.github.com/mudler/LocalAI/issues/10602),
[#​10607](https://redirect.github.com/mudler/LocalAI/issues/10607)):
the optional `Free()` RPC returns gRPC `Unimplemented` for many backends
and the federation proxy, so the watchdog no longer logs a misleading
`Error freeing GPU resources` on eviction. A new
`grpcerrors.IsUnimplemented` helper distinguishes it from genuine
failures.
- **Idempotent backend installs**
([#​10643](https://redirect.github.com/mudler/LocalAI/issues/10643)):
`POST /backends/apply` and the `LOCALAI_EXTERNAL_BACKENDS` boot loop no
longer re-download and re-extract an already-installed backend on every
apply/boot. Pass `"force": true` (the UI's install button still does,
doubling as "Reinstall").
> 🔗 PRs:
[#​10600](https://redirect.github.com/mudler/LocalAI/issues/10600),
[#​10639](https://redirect.github.com/mudler/LocalAI/issues/10639),
[#​10607](https://redirect.github.com/mudler/LocalAI/issues/10607),
[#​10643](https://redirect.github.com/mudler/LocalAI/issues/10643)
##### 📊 PII/audit events as a Prometheus counter
The PII middleware / MITM audit pipeline now emits a single monotonic
counter, `localai_pii_events_total{kind, origin, action, direction}`, on
`/metrics`, instrumented at the `EventStore.Record` choke point. Labels
are cardinality-bounded (no pattern or user IDs). This complements the
capacity-bound `/api/pii/events` ring buffer and, crucially, makes
silent filter failure alertable: `rate()` on the counter detects that
the PII filter stopped firing after a deploy.
> 🔗 PRs:
[#​10641](https://redirect.github.com/mudler/LocalAI/issues/10641)
##### 🔒 Gallery SSRF hardening
`POST /models/apply` with an empty `id` fetches the supplied `url`
directly; in a default Docker setup (no API key) any reachable client
could probe internal services or cloud-metadata (`169.254.169.254`) and
exfiltrate a slice via the job error. Gallery config fetches now run
through the existing `ValidateExternalURL` guard (the same one
protecting the CORS proxy and media downloads), blocking private,
loopback, link-local, unspecified, and metadata addresses. Only plain
`http(s)://` is validated; `huggingface://`, `github:`, `oci://`,
`ollama://`, and `file://` are untouched.
> 🔗 PRs:
[#​10673](https://redirect.github.com/mudler/LocalAI/issues/10673)
***
#### 🐛 Bug Fixes (recap)
- `fix(vllm)`: restore non-streaming tool-call extraction that regressed
after
[#​10351](https://redirect.github.com/mudler/LocalAI/issues/10351)
(a capability flag was mistaken for run state) -
[#​10638](https://redirect.github.com/mudler/LocalAI/issues/10638)
- `fix(python-backends)`: decode tool-call `arguments` for chat
templates (unbreaks MLX/Qwen3.5 agent loops) and split reasoning when a
model emits only a closing `</think>` -
[#​10658](https://redirect.github.com/mudler/LocalAI/issues/10658)
- `fix(cloud-proxy)`: drop `temperature`/`top_p` and send
`max_completion_tokens` so routing to the newest reasoning models
(Claude Opus 4.x, GPT-5.x) stops 400ing -
[#​10640](https://redirect.github.com/mudler/LocalAI/issues/10640)
- `fix(config)`: revert defaulting `swa_full:true` for
sliding-window-attention models (restores the memory-light reduced KV
cache; still available as an explicit per-model opt-in) -
[#​10674](https://redirect.github.com/mudler/LocalAI/issues/10674)
- `fix(kokoros)`: implement the `AudioTranscriptionLive` trait stub so
the backend compiles against the updated proto -
[#​10612](https://redirect.github.com/mudler/LocalAI/issues/10612)
- `fix(launcher)`: keep the desktop launcher's data/config under
`~/.localai` instead of the GUI's working directory -
[#​10610](https://redirect.github.com/mudler/LocalAI/issues/10610),
[#​10613](https://redirect.github.com/mudler/LocalAI/issues/10613)
***
#### 👒 Dependencies
Submodule and backend bumps this cycle:
- `ggml-org/llama.cpp` x4
- `ikawrakow/ik_llama.cpp` x4
- `CrispStrobe/CrispASR` x4
- `leejet/stable-diffusion.cpp` x3
- `vllm-metal` (darwin) x3
- `ggml-org/whisper.cpp` x2
- `mudler/parakeet.cpp` x1
- `localai-org/privacy-filter.cpp` x1
- `vllm-project/vllm` cu130 wheel to `0.24.0`
Plus new gallery models added via the gallery agent
([#​10663](https://redirect.github.com/mudler/LocalAI/issues/10663),
[#​10644](https://redirect.github.com/mudler/LocalAI/issues/10644)).
***
#### 📖 Documentation
- Docs version bump for the release -
[#​10614](https://redirect.github.com/mudler/LocalAI/issues/10614)
***
#### 🙌 New Contributors
- [@​alaningtrump](https://redirect.github.com/alaningtrump) made
their first contribution in
[#​10657](https://redirect.github.com/mudler/LocalAI/issues/10657)
***
**Full Changelog**:
<https://github.com/mudler/LocalAI/compare/v4.5.6...v4.6.0>
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<summary>itzg/mc-router (docker.io/itzg/mc-router)</summary>
###
[`v1.44.0`](https://redirect.github.com/itzg/mc-router/releases/tag/v1.44.0)
[Compare
Source](https://redirect.github.com/itzg/mc-router/compare/v1.43.2...v1.44.0)
#### What's Changed
- Added support for route change events with webhook notifier by
[@​itzg](https://redirect.github.com/itzg) in
[#​560](https://redirect.github.com/itzg/mc-router/pull/560)
**Full Changelog**:
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