Release v4.4: combined runtime, opt-in Boost and measured results

README.md

@@ -34,7 +34,7 @@ tags:
 
 [![Qwen3.8 Flash CIRU Strix IU4](https://huggingface.co/jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4/resolve/v3.0.0/assets/qwen38-flash-ciru-strix-iu4.jpg)](https://llm.ciru.ai/research)
 
-# Qwen3.8-Flash-CIRU-STRIX-IU4 · v4.3.0
+# Qwen3.8-Flash-CIRU-STRIX-IU4 · v4.4.0
 
 A Qwen3.8 Flash package for **128 GB AMD Strix Halo machines**, with long-context text generation, an OpenAI-compatible API, a web UI and optional image input. V4 brings the reference prefill optimizations to the existing CIRU weights and CIRUPLE1 files. It requires the **custom CIRU runtime**; stock llama.cpp and Hugging Face hosted inference do not support this package.
 
@@ -42,7 +42,39 @@ The original fast-prefill breakthrough came from Halogen's creator, [Peonist.ai
 
 [Performance and limits](#historical-v4-performance-and-limits) · [Quality history](#quality-benchmark-history) · [Install](#download-build-and-run) · [Settings](#settings-and-sampling) · [Vision](#vision-and-harness-setup) · [Files](#model-files) · [Earlier comparisons](#earlier-runtime-comparisons)
 
-## v4.3 patch: speculative tuning
+## v4.4 patch: combined runtime
+
+**Update the complete runtime; keep your weights.** This combines MTP shortlisting, QSA/cache and attention improvements, graph/PM4 runtime work, Q8 fusion, prompt branch reuse and GDN kernels. It uses the stock ROCm10 compiler/math with pinned pwilkin HIP/ROCr. **MTP3 remains default; Kairic Boost is opt-in** with `--kairic-boost` or `KAIRIC_BOOST=1`.
+
+| Measured IU4 workload | Earlier matched control | v4.4 | Change |
+| --- | ---: | ---: | ---: |
+| 12960-token replay decode | 37.79 tok/s | 44.53 tok/s | +17.84% |
+| 245760-token cold decode | 7.62 tok/s | 21.14 tok/s | +177.48% |
+| Cached deep append, whole request | 69.73 s | 25.84 s | −62.95% |
+| Branch revisit, first streamed piece | 5.653 s | 0.222 s | −96.08% |
+
+The matched control is **v4.3 + S5/D0**, not plain published v4.3; one final block per arm, same prompts/settings. On a separate short **HE0–9** speed panel, MTP3 measured **60.35 tok/s**, versus **64.07 tok/s** with Boost (+6.16%; peak task 70.95 tok/s). These are allocated-256K runs with short prompts, not full-context decode or a coding pass score.
+
+**HA20:** 19/20 full-score tasks, arithmetic mean **98.5/100** (official weighted score **99/100**). Published v4.3 IU4 passes were **17/20, 95.0/100** and **19/20, 98.5/100** using the same arithmetic aggregation. The same HA17 artifact failure remains; engines/seeds differ, so this is historical context, not a causal quality gain. Boost was not enabled for HA20.
+
+Separate target-only **512K prefill: 604.65 tok/s**; no 512K decode/quality claim. Model files and weight reconstruction error are unchanged. Image+MTP still fails on both retained and combined engines; use `ENABLE_MTP=0` for vision.
+
+[Small patch notes](benchmarks/v4.4.0/RELEASE-NOTES.md) · [Protocols and fuller comparisons](benchmarks/v4.4.0/QUALIFICATION.md) · [Source and runtime downloads](https://github.com/ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4/releases/tag/v4.4.0)
+
+### Run v4.4 with existing model files
+
+For the recorded NixOS/ROCm10 environment (dependencies listed in the archive):
+
+```bash
+hf download jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 --revision v4.4.0 \
+  runtime/v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151.tar.gz --local-dir ./release
+ tar -xzf ./release/runtime/v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151.tar.gz
+MODEL_DIR="$(realpath ./model)" bash ./ciru-runtime-v4.4.0-nixos-gfx1151/scripts/ciru/run-server.sh
+```
+
+Append `--kairic-boost` to opt in. On Ubuntu/Debian, build the v4.4 source and its pinned HIP/ROCr using the [v4.4 build instructions](https://github.com/ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4/blob/v4.4.0/docs/BUILD_LINUX.md); that distro path is guidance, not a new qualification. The older release sections below retain their original measurements and instructions.
+
+## Previous v4.3 patch: speculative tuning
 
 V4.3 makes the tested speculative-decoding settings the defaults: **MTP depth 3 for IU4, depth 4 for Orca, and `LLAMA_MTP_QSA_MIN_T=1` for both**. Shorter draft batches reduce discarded speculative work; the lower threshold enables sparse draft attention for small batches. The corrected v4.2 inference binaries and existing model files are retained.
 
@@ -57,13 +89,13 @@ Existing v4.2 users can update the launcher without rebuilding or downloading we
 
 [Hermes task results and grading notes](benchmarks/v4.3.0/HERMES-RESULTS.md) | [v4.3 release](https://github.com/ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4/releases/tag/v4.3.0)
 
-**Launcher update, 16 September:** the current `main` launcher checks the HIP library selected by the dynamic loader for the v4.2 indexed-attention correction before loading the model. It stops with upgrade instructions if an older or incomplete runtime is selected, and prints the actual server/library paths and library hash. Updating the model folder alone does not upgrade `RUNTIME_DIR`, `BUILD_DIR` or `SERVER_BIN`. This check was added after the immutable v4.3.0 tag; fetch the current launcher below to use it with an existing corrected v4.2/v4.3 installation.
+**Launcher update, 16 September:** the September 16 launcher checked the HIP library selected by the dynamic loader for the v4.2 indexed-attention correction before loading the model. It stops with upgrade instructions if an older or incomplete runtime is selected, and prints the actual server/library paths and library hash. Updating the model folder alone does not upgrade `RUNTIME_DIR`, `BUILD_DIR` or `SERVER_BIN`. This check was added after the immutable v4.3.0 tag; fetch the pinned historical launcher below to use it with an existing corrected v4.2/v4.3 installation.
 
-For an existing **corrected v4.2 or v4.3** installation, download and verify the current launcher:
+For an existing **corrected v4.2 or v4.3** installation, download and verify the pinned historical launcher:
 
 ```bash
 hf download jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 \
-  --revision main run-server.sh launcher-checksums.sha256 --local-dir ./model
+  --revision ed5ddb3dde4fe5bff9fc193800bcc2ecb299ebe5 run-server.sh launcher-checksums.sha256 --local-dir ./model
 (cd model && sha256sum -c launcher-checksums.sha256)
 RUNTIME_DIR="$(realpath ./ciru-runtime-v4.2.0)" bash ./model/run-server.sh
 ```
@@ -227,7 +259,7 @@ From the directory containing `model/` and `ciru-runtime-v4.3.0/`, fetch the opt
 
 ```bash
 hf download jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 \
-  --revision main run-server.sh 'vision/*' --local-dir ./model
+  --revision ed5ddb3dde4fe5bff9fc193800bcc2ecb299ebe5 run-server.sh 'vision/*' --local-dir ./model
 (cd model/vision && sha256sum -c SHA256SUMS)
 ```
 
@@ -253,7 +285,7 @@ ENABLE_VISION=0 ENABLE_MTP=1 \
 
 Use your installed runtime directory in `RUNTIME_DIR`. **Do not add `--vision` to this older-launcher workaround.** It enables image input through `--mmproj` while retaining the runtime's usual MTP arguments. For a launcher inside the runtime directory, use that launcher path instead; Orca needs its Orca launcher/model selection. This is a startup option, not a per-request switch.
 
-For v4.1.0, downloading only `run-server.sh` from `main` as shown above installs the corrected launcher; no model-weight download or binary rebuild is needed. It runs against `RUNTIME_DIR` directly instead of delegating to the archived launcher. `ENABLE_MTP=0` remains the opt-out.
+Those older-launcher instructions are historical. The v4.4 launcher requires the complete v4.4 runtime; use target-only mode for images.
 
 V4.2 includes this launcher behavior in its versioned runtime and model-side launcher. The workaround above remains for older installations.
 

benchmarks/v4.4.0/BOOST-HE0-9.json

@@ -0,0 +1,167 @@
+{
+  "finished_at": 1789608844.7464342,
+  "status": "SHORT_HE_SPEED_LEAD_ONE_QUOTE_STYLE_DIFFERENCE",
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+  "output_exact_tasks": 9,
+  "tasks": 10,
+  "generated_tokens_each_arm": 1633,
+  "same_rendered_prompts": true,
+  "same_binary_and_environment": true,
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+    "observed": true,
+    "basis": "Native accepted-group mean exceeds4, which MTP depth3 alone cannot produce. Only additional proposer is ngram-mod24/64/64. This proves lookup contribution without changing log verbosity or running a profiler. Exact per-strategy proposal counts are not exposed at default verbosity.",
+    "mean_accept_lengths": [
+      7.86,
+      5.95,
+      8.91,
+      8.67,
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+      6.33,
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+    {
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+      "prompt_cache_n": 0,
+      "mean_accept_length": 6.48
+    }
+  ],
+  "sqlite_rows_verified": 10,
+  "protocol": "One natural-EOS first response on HE0-9, greedy/non-thinking retained chat adapter, full262144 allocated context, MTP3 fallback; recent retained MTP-only control",
+  "limits": "One candidate load versus a recent retained control, no order-balanced repeats. Nine byte-exact outputs; HumanEval1 changes quote delimiters only and has an identical Python AST. No scored quality claim. This short non-thinking panel does not resolve the earlier long-copy/thinking trajectory concern. No production/profile change.",
+  "output_difference_review": [
+    {
+      "task": "HumanEval/1",
+      "byte_exact": false,
+      "python_ast_identical": true,
+      "ast_sha256": "8a77fd245e2f4f6d9dbd755aa8ba0a87f711b220c6f987f55708b29af473a626",
+      "diff": "--- MTP-only\n+++ Boost+MTP\n@@ -11,7 +11,7 @@\n     ['()', '(())', '(()())']\n     \"\"\"\n     # Remove all spaces\n-    paren_string = paren_string.replace(\" \", \"\")\n+    paren_string = paren_string.replace(' ', '')\n     \n     result = []\n     current_group = []\n",
+      "scope": "Parse-only syntactic comparison of generated code; no code execution or benchmark correctness score."
+    }
+  ],
+  "classification": "NARROW: promising for this short coding workload; general exactness/quality qualification remains open."
+}

benchmarks/v4.4.0/BUILD-PLAN.json

@@ -0,0 +1,58 @@
+{
+  "configure": [
+    "/home/halo/flash-amd-overnight-20260916/tools/cmake",
+    "-S",
+    "/home/halo/flash-combined-20260916/br-source",
+    "-B",
+    "/home/halo/flash-combined-20260916/br-build",
+    "-G",
+    "Ninja",
+    "-DCMAKE_BUILD_TYPE=Release",
+    "-DCMAKE_C_COMPILER=/nix/store/788mx070y81zjlg5ipcl0cra3afviw9k-gcc-wrapper-15.2.0/bin/gcc",
+    "-DCMAKE_CXX_COMPILER=/nix/store/788mx070y81zjlg5ipcl0cra3afviw9k-gcc-wrapper-15.2.0/bin/g++",
+    "-DCMAKE_HIP_COMPILER=/srv/llm/toolchains/therock-gfx1151-10.0.0/bin/amdclang++",
+    "-DCMAKE_HIP_FLAGS=--gcc-toolchain=/nix/store/qxaq7jz61a6zkr2mq49i0zvqip2m2jj8-gcc-15.2.0 -idirafter /nix/store/15h9askp4k1lx44d9871wid23j2a8ijp-glibc-2.42-61-dev/include -B/nix/store/57iz36553175g3178pvxjij8z5rcsd4n-glibc-2.42-61/lib -B/nix/store/chqq8mpmpyfi9kgsngya71akv5xicn03-gcc-15.2.0-lib/lib -L/nix/store/57iz36553175g3178pvxjij8z5rcsd4n-glibc-2.42-61/lib -L/nix/store/chqq8mpmpyfi9kgsngya71akv5xicn03-gcc-15.2.0-lib/lib -Wl,-rpath,/srv/llm/toolchains/therock-gfx1151-10.0.0/lib:/srv/llm/toolchains/therock-gfx1151-10.0.0/lib/rocm_sysdeps/lib:/srv/llm/toolchains/therock-gfx1151-10.0.0/lib/llvm/lib:/nix/store/chqq8mpmpyfi9kgsngya71akv5xicn03-gcc-15.2.0-lib/lib:/nix/store/57iz36553175g3178pvxjij8z5rcsd4n-glibc-2.42-61/lib -Wl,--dynamic-linker,/nix/store/57iz36553175g3178pvxjij8z5rcsd4n-glibc-2.42-61/lib/ld-linux-x86-64.so.2",
+    "-DCMAKE_PREFIX_PATH=/srv/llm/toolchains/therock-gfx1151-10.0.0",
+    "-DCMAKE_MAKE_PROGRAM=/home/halo/flash-amd-overnight-20260916/tools/ninja",
+    "-DGGML_HIP=ON",
+    "-DGPU_TARGETS=gfx1151",
+    "-DGGML_CUDA=OFF",
+    "-DGGML_VULKAN=OFF",
+    "-DGGML_HIP_NO_VMM=ON",
+    "-DGGML_HIP_GRAPHS=ON",
+    "-DGGML_HIP_MMQ_MFMA=ON",
+    "-DGGML_NATIVE=ON",
+    "-DGGML_HIP_RCCL=OFF",
+    "-DGGML_CUDA_FA=ON",
+    "-DGGML_CUDA_FA_ALL_QUANTS=OFF",
+    "-DGGML_BUILD_TESTS=OFF",
+    "-DGGML_BUILD_EXAMPLES=OFF",
+    "-DCMAKE_EXPORT_COMPILE_COMMANDS=ON",
+    "-DLLAMA_BUILD_TESTS=OFF",
+    "-DLLAMA_BUILD_EXAMPLES=OFF",
+    "-DLLAMA_BUILD_SERVER=ON",
+    "-DLLAMA_OPENSSL=OFF",
+    "-DLLAMA_CURL=OFF"
+  ],
+  "env": {
+    "LOGNAME": "halo",
+    "HOME": "/home/halo",
+    "USER": "halo",
+    "PATH": "/home/halo/flash-amd-overnight-20260916/tools:/srv/llm/toolchains/therock-gfx1151-10.0.0/bin:/run/current-system/sw/bin",
+    "ROCM_PATH": "/srv/llm/toolchains/therock-gfx1151-10.0.0",
+    "HIP_PATH": "/srv/llm/toolchains/therock-gfx1151-10.0.0",
+    "HIP_PLATFORM": "amd",
+    "LD_LIBRARY_PATH": "/srv/llm/toolchains/therock-gfx1151-10.0.0/lib:/srv/llm/toolchains/therock-gfx1151-10.0.0/lib/rocm_sysdeps/lib:/srv/llm/toolchains/therock-gfx1151-10.0.0/lib/llvm/lib:/nix/store/chqq8mpmpyfi9kgsngya71akv5xicn03-gcc-15.2.0-lib/lib:/nix/store/57iz36553175g3178pvxjij8z5rcsd4n-glibc-2.42-61/lib",
+    "GIT_CEILING_DIRECTORIES": "/home/halo/flash-combined-20260916",
+    "LANG": "C.UTF-8"
+  },
+  "build": [
+    "/home/halo/flash-amd-overnight-20260916/tools/cmake",
+    "--build",
+    "/home/halo/flash-combined-20260916/br-build",
+    "--target",
+    "llama-server",
+    "--parallel",
+    "2"
+  ]
+}

benchmarks/v4.4.0/FINAL-CORRECTNESS-RESULTS.json

@@ -0,0 +1,17 @@
+[
+  {
+    "label": "native-exact-and-GDN-admission",
+    "seconds": 38.50911761820316,
+    "passed": true
+  },
+  {
+    "label": "final-state",
+    "seconds": 49.369118029018864,
+    "passed": true
+  },
+  {
+    "label": "final-wide-oracles",
+    "seconds": 15.24582684203051,
+    "passed": true
+  }
+]

benchmarks/v4.4.0/FINAL-PACKAGE.json

@@ -0,0 +1,111 @@
+{
+  "generated_at": "2026-09-17T00:45:47.431854+00:00",
+  "candidate": "final-all-v1-pm4",
+  "source_archive_sha256": "2ac154ad944f906d5b1e11d816f5e2e1631d44002dd633bfbbb3a2a1a4cb2568",
+  "binaries": {
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+    "libggml-cpu.so": "5498beba4fea384bd87908b019eab01a2e28db0bc60e302a66ddd93489d08afe",
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benchmarks/v4.4.0/FINAL-PERFORMANCE-ANALYSIS.json

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benchmarks/v4.4.0/FINAL-SELECTION.json

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+{
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benchmarks/v4.4.0/HE0-9.json

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benchmarks/v4.4.0/IU4-RESULTS.json

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+        "prompt_cache_n": 0,
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+    ],
+    "sqlite_rows_verified": 10,
+    "protocol": "One natural-EOS first response on HE0-9, greedy/non-thinking retained chat adapter, full262144 allocated context, MTP3 fallback; recent retained MTP-only control",
+    "limits": "One candidate load versus a recent retained control, no order-balanced repeats. Nine byte-exact outputs; HumanEval1 changes quote delimiters only and has an identical Python AST. No scored quality claim. This short non-thinking panel does not resolve the earlier long-copy/thinking trajectory concern. No production/profile change.",
+    "output_difference_review": [
+      {
+        "task": "HumanEval/1",
+        "byte_exact": false,
+        "python_ast_identical": true,
+        "ast_sha256": "8a77fd245e2f4f6d9dbd755aa8ba0a87f711b220c6f987f55708b29af473a626",
+        "diff": "--- MTP-only\n+++ Boost+MTP\n@@ -11,7 +11,7 @@\n     ['()', '(())', '(()())']\n     \"\"\"\n     # Remove all spaces\n-    paren_string = paren_string.replace(\" \", \"\")\n+    paren_string = paren_string.replace(' ', '')\n     \n     result = []\n     current_group = []\n",
+        "scope": "Parse-only syntactic comparison of generated code; no code execution or benchmark correctness score."
+      }
+    ],
+    "classification": "NARROW: promising for this short coding workload; general exactness/quality qualification remains open."
+  }
+}

benchmarks/v4.4.0/LAUNCHER-CHECKS.json

@@ -0,0 +1,56 @@
+{
+  "status": "PASS",
+  "checks": [
+    {
+      "variant": "IU4",
+      "case": "default",
+      "passed": true
+    },
+    {
+      "variant": "IU4",
+      "case": "boost-flag",
+      "passed": true
+    },
+    {
+      "variant": "IU4",
+      "case": "boost-env",
+      "passed": true
+    },
+    {
+      "variant": "IU4",
+      "case": "parallel-reject",
+      "passed": true
+    },
+    {
+      "variant": "IU4",
+      "case": "boost-target-only-reject",
+      "passed": true
+    },
+    {
+      "variant": "Orca",
+      "case": "default",
+      "passed": true
+    },
+    {
+      "variant": "Orca",
+      "case": "boost-flag",
+      "passed": true
+    },
+    {
+      "variant": "Orca",
+      "case": "boost-env",
+      "passed": true
+    },
+    {
+      "variant": "Orca",
+      "case": "parallel-reject",
+      "passed": true
+    },
+    {
+      "variant": "Orca",
+      "case": "boost-target-only-reject",
+      "passed": true
+    }
+  ],
+  "scope": "CPU-only effective launch arguments and fail-fast guards; no model generation"
+}

benchmarks/v4.4.0/PACKAGE-CHECKS.json

@@ -0,0 +1,16 @@
+{
+  "status": "PASS",
+  "archive": "ciru-runtime-v4.4.0-nixos-gfx1151.tar.gz",
+  "sha256": "564347f7baf194cb6663d97b93d4f4604dfe4b55f4cb7afc20d38f36bd896570",
+  "bytes": 48790575,
+  "source_commit": "111a66380bd368336dc1b754767f116975892999",
+  "archive_files_verified": 387,
+  "inference_binaries_exact_qualified_set": true,
+  "runtime_libraries": {
+    "runtime/hip/lib/libamdhip64.so.7.16.26366-7dda3ac": "3e8499d8e47d9db4f2a3140c0f3b4960167b27384dec5f9c1b9eef1f9cd94d26",
+    "runtime/hip/lib/libhiprtc-builtins.so.7.16.26366-7dda3ac": "48613e908848a743137b1d2b0b3996f59fcbb709c0ac981f152955f410d69952",
+    "runtime/hip/lib/libhiprtc.so.7.16.26366-7dda3ac": "ba5a85ae034904b5a86ba78f7d3da5a86436df90baa4f2513af84a0c8172d39c",
+    "runtime/rocr/lib/libhsa-runtime64.so.1.21.0": "3478dde41ccdba3561f1a1d938587fdf6919e6015f268ec8bb611a06c052dcc7"
+  },
+  "model_evidence": "Completed IU4 combined campaign; relocated-package load gate is recorded separately."
+}

benchmarks/v4.4.0/PACKAGE-LOAD-CHECK.json

@@ -0,0 +1,124 @@
+{
+  "status": "PASS",
+  "seconds": 25.925079345703125,
+  "scope": "Relocated complete archive, actual production launcher, full262144 MTP3 default, exact inference and HIP/ROCr maps, eight-token serving smoke; no repeated quality panel",
+  "argv": [
+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/bin/llama-server",
+    "--model",
+    "/srv/llm/models/Qwen3.8-Flash-CIRU-STRIX-IU4/Qwen3.8-Flash-CIRU-STRIX-IU4.gguf",
+    "--alias",
+    "Qwen3.8-Flash-CIRU-STRIX-IU4",
+    "--host",
+    "0.0.0.0",
+    "--port",
+    "50283",
+    "--jinja",
+    "--ple-sidecar",
+    "/srv/llm/models/Qwen3.8-Flash-CIRU-STRIX-IU4/ple",
+    "--ple-cache-mib",
+    "4096",
+    "--slot-save-path",
+    "/home/halo/flash-combined-20260916/release-v4.4.0/load-check-r2/slots",
+    "-ngl",
+    "all",
+    "-sm",
+    "none",
+    "--fit",
+    "off",
+    "-lm",
+    "none",
+    "-lzm",
+    "on-direct",
+    "--no-kv-unified",
+    "--no-context-shift",
+    "-c",
+    "262144",
+    "-b",
+    "8192",
+    "-ub",
+    "8192",
+    "--parallel",
+    "1",
+    "-t",
+    "8",
+    "-tb",
+    "8",
+    "-ctk",
+    "f16",
+    "-ctv",
+    "f16",
+    "-fa",
+    "on",
+    "--cont-batching",
+    "--cache-prompt",
+    "--cache-ram",
+    "1024",
+    "--cache-idle-slots",
+    "--ctx-checkpoints",
+    "32",
+    "--checkpoint-min-step",
+    "8192",
+    "--temp",
+    "1.0",
+    "--top-p",
+    "0.95",
+    "--top-k",
+    "20",
+    "--min-p",
+    "0.0",
+    "--metrics",
+    "--slots",
+    "--ui",
+    "--path",
+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/ui",
+    "--spec-type",
+    "draft-mtp",
+    "--spec-draft-model",
+    "/srv/llm/models/Qwen3.8-Flash-CIRU-STRIX-IU4/mtp/Qwen3.8-Flash-CIRU-STRIX-IU4-MTP-Q8_0.gguf",
+    "--spec-draft-ngl",
+    "all",
+    "--spec-draft-device",
+    "ROCm0",
+    "--spec-draft-type-k",
+    "f16",
+    "--spec-draft-type-v",
+    "f16",
+    "--spec-draft-threads",
+    "8",
+    "--spec-draft-threads-batch",
+    "8",
+    "--spec-draft-n-max",
+    "3",
+    "--spec-draft-n-min",
+    "0",
+    "--spec-draft-p-min",
+    "0.0",
+    "--spec-draft-p-split",
+    "0.10",
+    "--alias",
+    "main"
+  ],
+  "mapped": {
+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/runtime/rocr/lib/libhsa-runtime64.so.1.21.0": "3478dde41ccdba3561f1a1d938587fdf6919e6015f268ec8bb611a06c052dcc7",
+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/runtime/hip/lib/libamdhip64.so.7.16.26366-7dda3ac": "3e8499d8e47d9db4f2a3140c0f3b4960167b27384dec5f9c1b9eef1f9cd94d26",
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+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/bin/libllama.so.0.4.0": "cf1233a616ed082658ff45612f5ac2e16011cbb0d651d110cb60eccc5fd35517",
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+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/bin/libllama-server-impl.so": "9512847e3bce1fb83035030f8d58c4740a6391597a145fc94220e85e748e38ef",
+    "/home/halo/flash-combined-20260916/release-v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151/bin/libggml.so.0.23.0": "4d061b0caf4179de131e31d2666b770441500036e155cfc820a889931bfa6280"
+  },
+  "env": {
+    "FLASH_K22_STAGED_DECAY": "1",
+    "CIRU_MTP_SHORTLIST": "32768",
+    "DEBUG_HIP_GRAPH_PM4": "1",
+    "CIRU_HC_Q8_FUSE": "1",
+    "CIRU_QSA_CACHE": "1",
+    "ENABLE_RETAINED_PM4": "0",
+    "FLASH_K21_VECTOR_STAGE": "1",
+    "CIRU_FA_LEGACY_LDS_OCCUPANCY": "1",
+    "DEBUG_HIP_GRAPH_PM4_UNQUALIFIED": "0"
+  },
+  "response_tokens": 8
+}

benchmarks/v4.4.0/QUALIFICATION.md

@@ -0,0 +1,49 @@
+# v4.4 qualification
+
+The exact `final-all-v1-pm4` inference binaries and pinned HIP/ROCr were qualified on a 128 GB Strix Halo / gfx1151, NixOS, stock TheRock10 compiler/math. MTP3, F16 target/draft caches, one slot, 262144 context, batch/microbatch 8192, native production thinking for HA20. These are runtime changes; no model artifacts were changed.
+
+| Matched IU4 workload | v4.3 + S5/D0 control | v4.4 combined | Change |
+| --- | ---: | ---: | ---: |
+| 12960-token incident replay decode | 37.79 tok/s | 44.53 tok/s | +17.84% |
+| Incident prefill | 824.28 tok/s | 889.13 tok/s | +7.87% |
+| 245760-token cold decode | 7.62 tok/s | 21.14 tok/s | +177.48% |
+| 245760-token prefill | 751.15 tok/s | 761.25 tok/s | +1.35% |
+| Deep cold whole request | 394.58 s | 347.29 s | −11.98% |
+| Cached append decode | 7.51 tok/s | 20.78 tok/s | +176.93% |
+| Cached append whole request | 69.73 s | 25.84 s | −62.95% |
+| Branch B revisit first piece | 5.653 s | 0.222 s | −96.08% |
+
+One seven-case final block per arm. The control already includes S5/D0 and is not the plain published v4.3 runtime. No mirrored confidence interval or universal speedup is claimed. Comparable generated texts and draft counters matched; branch A2 is excluded from cross-arm speed claims because the control changed its canonical output. Candidate peak system RAM was 1.275 GiB higher and GTT 91.94 MiB higher.
+
+Numerical evidence: 20 full-vocabulary teacher-forced rows exact, 11 lifecycle rows exact, 11 wide-index oracle cases passed. GDN specialization dispatch was confirmed. These checks qualify the complete IU4 composition; not every included patch has an isolated positive serving effect.
+
+## IU4 HumanEval 0–9
+
+Ten canonical prompts, one cold slot per task, greedy nonthinking native chat adapter, natural EOS, no output cap, seed 123. This is a speed panel, not a graded coding accuracy score. Allocated context is 262144; prompts are short.
+
+| Setting | Pooled timed decode | Generated tokens | Total request time |
+| --- | ---: | ---: | ---: |
+| Default MTP3 | 60.351 tok/s | 1633 | 36.057 s |
+| Opt-in Boost + MTP3 | 64.067 tok/s | 1633 | 33.864 s |
+
+Boost improved pooled decode 6.16% in this one follow-up load. Nine outputs were byte-identical; one differed only by quote style and had the same parsed Python AST. Peak per-task Boost decode was 70.95 tok/s (HE3). This does not qualify long thinking, HA20, or Orca with Boost. Dataset SHA256: `b796127e635a67f93fb35c04f4cb03cf06f38c8072ee7cee8833d7bee06979ef`.
+
+## IU4 Hermes Agent 20
+
+One first trajectory per task, frozen 32-turn adapter, production native xhigh thinking, temperature 1, top-p .95, top-k 20, min-p 0, seed 160916, unlimited generation within context. Result: 19/20 full-score tasks; 98.5/100 arithmetic mean (matching the old card's aggregation), 99/100 canonical weighted score. HA17 scored 70 for the same delegation artifact issue seen in both older IU4 runs.
+
+| IU4 version / run | Arithmetic mean /100 | Full-score tasks |
+| --- | ---: | ---: |
+| Published v4.3, pass 1 | 95.0 | 17/20 |
+| Published v4.3, pass 2 | 98.5 | 19/20 |
+| v4.4, one pass | 98.5 | 19/20 |
+
+Same suite and arithmetic aggregation; historical engines/seeds differ. This comparison does not establish statistical equivalence, lower weight error or a causal quality gain. No new failed scenario appeared. Locked protocol SHA256: `6465f9465b78e9ca0b1456a8dfee2fd6df7e04681c7169dfefed9ebf9e025075`. HermesAgent-20 `57d7766bf3db8c40696e3ed937d43c8c85f4cd6c`; Hermes agent `ea74f61d983ebdfd6a863c45761d1b38081f1d08`.
+
+## Capacity and limitations
+
+A separate native target-only 524288-token prefill measured 604.651 tok/s (867.092 s), after an excluded 8192-token warmup, batch/microbatch16384, F16 cache. Minimum available RAM was 9.750 GiB. No 512K MTP, decode, or quality claim. New-build target-only decode was not measured.
+
+Image+MTP returned the same pending-row error in both control and candidate. Target-only red-square/blue-circle fixtures passed. Keep vision target-only. Boost is optional and lacks a new HA20 run. Model weights/scales/PLE are unchanged, so weight reconstruction error is unchanged.
+
+The shared package is released with IU4's completed qualification. Orca keeps its retained MTP4 default and receives a separate HE0–9 / HA20 release report after its requested checks. IU4 speed figures are not Orca measurements.

benchmarks/v4.4.0/RELEASE-NOTES.md

@@ -0,0 +1,8 @@
+Combined inference/runtime update; existing target, draft, PLE and projector files are unchanged.
+
+- Integrates MTP shortlisting, duplicate-attention cleanup, separate graph arenas, incremental QSA caching, fused Q8 gate work, masked attention tile skipping, prompt branch reuse, attention occupancy, wide-context indexing and GDN vector/decay paths.
+- Uses stock TheRock10 compiler/math with pinned pwilkin HIP/ROCr (`7dda3ac6`). MTP stays default: IU4 depth 3, Orca depth 4. Kairic Boost is opt-in (`--kairic-boost` / `KAIRIC_BOOST=1`).
+- IU4 matched control → combined: 12.96K decode **37.79 → 44.53 tok/s**; 245760-token cold decode **7.62 → 21.14 tok/s**. Control already includes v4.3 + S5/D0; these are not plain-v4.3 comparisons.
+- IU4 HE0–9: **60.35 tok/s** with MTP3, **64.07 tok/s** with opt-in Boost; one short panel per setting. HA20: **19/20 full-score tasks**, **98.5/100 arithmetic mean**, **99/100 official weighted score**.
+
+Full 256K serving defaults are retained. A separate target-only 512K prefill reached 604.65 tok/s; it does not establish 512K decode or quality. Image+MTP remains incompatible in both retained and combined engines; use target-only vision. Boost has no new HA20 qualification. Weight reconstruction error is unchanged.

benchmarks/v4.4.0/binary-identity.json

@@ -0,0 +1,2428 @@
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+      "sha256": "c5e91dd629e2f070d8f1097e1a8689abba8f9b0f072830e825f24232fa96ce06"
+    },
+    {
+      "path": "ui/recommended-mcp/context7.png",
+      "mode": 420,
+      "bytes": 1489,
+      "sha256": "5d42a0cad320600ee0ebb805065f212a81a257895e9dc39687b7958602ea4f70"
+    },
+    {
+      "path": "ui/recommended-mcp/exa.ico",
+      "mode": 420,
+      "bytes": 15154,
+      "sha256": "b7207abacfbffefedde6faacd2a8750b8cbdd421ebdc756381b3bc9665939ada"
+    },
+    {
+      "path": "ui/recommended-mcp/github-dark.png",
+      "mode": 420,
+      "bytes": 584,
+      "sha256": "bf0a7086aa8828289df0e48c1a9a57e14fe5b437fba84c7eff4d305d1d074ff1"
+    },
+    {
+      "path": "ui/recommended-mcp/github-light.png",
+      "mode": 420,
+      "bytes": 958,
+      "sha256": "74cf90ac2fe6624ab1056cacea11cf7ed4f8bef54bbb0e869638013bba45bc08"
+    },
+    {
+      "path": "ui/recommended-mcp/huggingface.ico",
+      "mode": 420,
+      "bytes": 205556,
+      "sha256": "7266292a5073388702cfca169d26766460cb90ba978bacc95c914ad7a5c611cb"
+    },
+    {
+      "path": "ui/sw.js",
+      "mode": 420,
+      "bytes": 6829,
+      "sha256": "11cafc061bd264e26abc0d7728d335f12e0d89dd3926607985408f92c83b0c0e"
+    },
+    {
+      "path": "ui/workbox-b3c04f83.js",
+      "mode": 420,
+      "bytes": 21669,
+      "sha256": "da1e7f839a1e93ec217925d558d19dbfd97bb0e8ee143cb4da651a895305b7bd"
+    }
+  ]
+}

benchmarks/v4.4.0/git-source.json

@@ -0,0 +1,12 @@
+{
+  "version": "4.4.0",
+  "tag": "v4.4.0",
+  "commit": "111a66380bd368336dc1b754767f116975892999",
+  "tree": "e3a0e31b59a745611967e4254f18dcab0a513763",
+  "base_commit": "d7c8b7a3c910766cac89e70f01ca1ee4dd7cb4c3",
+  "archive": "ciru-runtime-v4.4.0-source.tar.gz",
+  "archive_sha256": "3cc44b1130942e77d5e7dcf5c18905588f20e8d9e1f84fb5e158a94f446fe9df",
+  "file_count": 3900,
+  "manifest": "source-manifest.json",
+  "verification": "Every file content, executable mode and symlink target matches the release Git tree; named archive bytes are verified independently."
+}

launcher-checksums.sha256

@@ -1 +1 @@
-138826a57fae121671ccd182098870a43e2feab81fe3a2a4e1faeec9d2e4d700  run-server.sh
+707cfc85b5707ddcd3a15e8b65bea7252519805a56906b6b1fd5ee1f7216ff21  run-server.sh

run-server.sh

@@ -2,7 +2,7 @@
 set -euo pipefail
 export MODEL_DIR="${MODEL_DIR:-$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)}"
 export MODEL_VARIANT=IU4
-: "${RUNTIME_DIR:?Set RUNTIME_DIR to a corrected CIRU v4.2.0 or v4.3.0 runtime}"
+: "${RUNTIME_DIR:?Set RUNTIME_DIR to the complete CIRU v4.4.0 runtime}"
 
 repo_root="${RUNTIME_DIR:-$(cd "$(dirname "${BASH_SOURCE[0]}")/../.." && pwd)}"
 repo_root="$(cd "$repo_root" && pwd)"
@@ -17,13 +17,13 @@ case "${MODEL_VARIANT:-IU4}" in
     IU4)
         model_name=Qwen3.8-Flash-CIRU-STRIX-IU4
         projector_name=mmproj-Qwen3.8-Flash-F16.mmproj
-        slot_name=v4.3.0
+        slot_name=v4.4.0
         mtp_depth_default=3
         ;;
     Orca)
         model_name=Qwen3.8-Flash-CIRU-STRIX-Orca
         projector_name=mmproj-Qwen3.8-Flash-Orca-F16.mmproj
-        slot_name=orca-v4.3.0
+        slot_name=orca-v4.4.0
         mtp_depth_default=4
         ;;
     *) echo "MODEL_VARIANT must be IU4 or Orca." >&2; exit 2 ;;
@@ -35,10 +35,12 @@ slot_dir="${SLOT_DIR:-${package_root}/slot-state/${slot_name}}"
 
 # Launcher-only opt-in; remaining arguments are passed to llama-server.
 enable_vision="${ENABLE_VISION:-0}"
+enable_boost="${KAIRIC_BOOST:-0}"
 server_args=()
 for arg in "$@"; do
     case "$arg" in
         --vision) enable_vision=1 ;;
+        --kairic-boost) enable_boost=1 ;;
         *) server_args+=("$arg") ;;
     esac
 done
@@ -56,7 +58,13 @@ fi
 
 # MTP is independent of vision; ENABLE_MTP=0 selects target-only generation.
 enable_mtp="${ENABLE_MTP:-1}"
-# Apply the tuning when using this launcher with an existing v4.2 profile.
+if [[ "$enable_boost" != 0 && "$enable_boost" != 1 ]]; then
+    echo "KAIRIC_BOOST must be 0 or 1." >&2; exit 2
+fi
+if [[ "$enable_boost" == 1 && "$enable_mtp" == 0 ]]; then
+    echo "Kairic Boost requires MTP; remove ENABLE_MTP=0." >&2; exit 2
+fi
+# Retained speculative defaults.
 export LLAMA_MTP_QSA_MIN_T="${LLAMA_MTP_QSA_MIN_T:-1}"
 
 # The release qualifies MTP with exactly one slot; preserve the public guard.
@@ -74,7 +82,7 @@ for ((i = 0; i < ${#extra_args[@]}; i++)); do
     esac
 done
 if [[ "${enable_mtp}" != "0" && "${parallel_slots}" != "1" ]]; then
-    echo "The CIRU v4.3.0 MTP profile requires exactly one slot (--parallel 1)." >&2
+    echo "The CIRU v4.4.0 MTP profile requires exactly one slot (--parallel 1)." >&2
     echo "For parallel target-only serving, set ENABLE_MTP=0 and PARALLEL_SLOTS=2." >&2
     echo "See docs/RUNNING.md: Parallel requests and unified KV cache." >&2
     exit 2
@@ -88,7 +96,18 @@ for required in "${server_bin}" "${model}" "${ple_dir}/ple.payload.bin" "${ple_d
 done
 
 server_bin="$(realpath "${server_bin}")"
-export LD_LIBRARY_PATH="$(dirname "${server_bin}")${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}"
+runtime_root="${CIRU_RUNTIME_ROOT:-${repo_root}/runtime}"
+for runtime_file in hip/lib/libamdhip64.so rocr/lib/libhsa-runtime64.so; do
+    [[ -f "${runtime_root}/${runtime_file}" ]] || {
+        echo "The v4.4 HIP/ROCr runtime is missing: ${runtime_root}/${runtime_file}" >&2
+        echo "Install the complete v4.4 package or follow docs/BUILD_LINUX.md; set CIRU_RUNTIME_ROOT for a separate runtime." >&2
+        exit 2
+    }
+done
+export LD_LIBRARY_PATH="${runtime_root}/hip/lib:${runtime_root}/rocr/lib:$(dirname "${server_bin}")${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}"
+if [[ -n "${ROCM_ROOT:-}" ]]; then
+    export LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:${ROCM_ROOT}/lib:${ROCM_ROOT}/lib/rocm_sysdeps/lib:${ROCM_ROOT}/lib/llvm/lib"
+fi
 
 # Check the library selected by the loader, including BUILD_DIR/SERVER_BIN overrides.
 unset LD_PRELOAD
@@ -96,7 +115,7 @@ runtime_fail() {
     echo "CIRU runtime check: $*" >&2
     echo "Selected server: ${server_bin}" >&2
     echo "Updating the model folder or launcher does not update the inference runtime." >&2
-    echo "Build/install CIRU v4.2.0 or newer, then set RUNTIME_DIR and BUILD_DIR to that installation." >&2
+    echo "Build/install the complete CIRU v4.4.0 package, then set RUNTIME_DIR and BUILD_DIR to that installation." >&2
     echo "Keep its executable and shared libraries together; no model-weight download is needed." >&2
     exit 2
 }
@@ -219,6 +238,9 @@ if [[ "${enable_mtp}" != "0" ]]; then
         --spec-draft-p-min 0.0
         --spec-draft-p-split 0.10
     )
+    if [[ "$enable_boost" == 1 ]]; then
+        args+=(--spec-type ngram-mod,draft-mtp --spec-ngram-mod-n-match 24 --spec-ngram-mod-n-min 64 --spec-ngram-mod-n-max 64)
+    fi
 else
     args+=(--spec-type none)
 fi

runtime/v4.4.0/ciru-runtime-v4.4.0-nixos-gfx1151.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:564347f7baf194cb6663d97b93d4f4604dfe4b55f4cb7afc20d38f36bd896570
+size 48790575

runtime/v4.4.0/ciru-runtime-v4.4.0-source.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cc44b1130942e77d5e7dcf5c18905588f20e8d9e1f84fb5e158a94f446fe9df
+size 41217150

v4.4.0-checksums.sha256

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+2dfe739d5e80fb97a3b2fa386e01237ccca421ec9d9d665dcbe2ad8e14739395  launcher-checksums.sha256
+be30caa883dfcf717811010bb0e53849eebfc11c3368d637a87770128391be29  benchmarks/v4.4.0/BOOST-HE0-9.json
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+9f60fcdb49e32e664d8bcce2e4b9ecb63f401be64ff431c16d0b2373968e99bc  benchmarks/v4.4.0/FINAL-SELECTION.json
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