frank-default-large: swap to CIRU v1.1 runtime + jcbtc Qwen3.8-Flash-CIRU-STRIX-IU4
Runtime: ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp at tag v1.1, built with the vendor build-linux-amd.sh flag set plus GGML_CUDA_FA + GGML_CUDA_FA_ALL_QUANTS (the Q4_1_MOE_FORCE_J path is live in the hipified mmq kernels). Model: jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 (Q4_1 IU4 experts, MTP Q8_0 draft, CIRUPLE1 PLE sidecar) with checksums verified at download. Vendor production profile verbatim on first deployment: 262144 ctx x 1 slot, b 2048 / ub 512, t 8 / tb 8, f16 KV, fa on, cont-batching, prompt cache + 8 GiB cache-ram + idle slots, 32 ctx checkpoints (min step 8192), MTP depth 3 with p-split 0.10, PLE pager env knobs (Q41_MOE_FORCE_J=32, PLE_WORKERS=16, PLE_STRICT_SHA=0, HIPBLASLT=1). Qwen-Sharp chat template kept deliberately; reasoning stays in DeepSeek format.
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@@ -1,35 +1,28 @@
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#!/usr/bin/env bash
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# Serve kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX as
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# frank-default-large via the charlie12345/ROCmFPX llama.cpp fork with
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# PR #27742 (qwen4exp architecture) merged, on Dankclaw (Strix Halo
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# gfx1151, unified memory).
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# Serve jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 as frank-default-large via the
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# ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp runtime (tag v1.1) on
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# Dankclaw (Strix Halo gfx1151, unified memory).
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#
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# Runtime: ROCmFPX llama.cpp built at
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# /home/dank/GitPackages/ROCmFPX/build-qwen38/bin/llama-server
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# with -DGGML_HIP=ON -DGGML_HIP_ROCMI4_W4A4=ON
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# -DCMAKE_HIP_ARCHITECTURES=gfx1151 -DLLAMA_BUILD_WEBUI=OFF.
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# Runtime: ciru-ai Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp built at
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# /home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151
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# with the vendor build-linux-amd.sh flag set (HIP on, HIP_NO_VMM on,
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# HIP_GRAPHS on, HIP_MMQ_MFMA on, CUDA/VULKAN/SYCL off, gfx1151) PLUS
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# -DGGML_CUDA_FA=ON -DGGML_CUDA_FA_ALL_QUANTS=ON. The Q4_1_MOE_FORCE_J and
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# PLE env knobs below are read by the hipified mmq/pager kernels.
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#
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# Model: 177B params (56B MoE + 51.2B PLE n-gram table). 512 experts,
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# 10 used, 48 layers (12 attention + 36 SSM/Mamba,
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# full_attention_interval=4), 2 KV heads x 256 dim, QSA
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# indexer (4 heads, top_k=2048), hyper-connections (count=4, low_rank=320),
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# PLE (layer 1). Q4_0_ROCMFP4_STRIX quant, 113.47 GiB, single file.
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# PLE table (50.66 GiB Q8_0) streamed from page cache; never in GPU VRAM.
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# GPU resident: ~63-69 GiB. Context: up to 131072.
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# Loaded with mmap (default) into the Strix Halo unified memory pool.
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# --fit off is set because the auto-fit code segfaults on this model's
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# hyper-connection/indexer configuration; -ngl 999 places all layers on
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# the GPU (SVM-backed).
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# Model: Qwen3.8-Flash-Next base (56B MoE, 512 experts / 10 used, 48 layers
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# = 12 attention + 36 SSM, QSA indexer, hyper-connections, PLE at layer 1)
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# in the CIRU quality-first mixed quant: 144 routed-expert tensors at Q4_1
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# on the native IU4 WMMA path, protected tensors at Q5_K/Q5_1/Q8_0/BF16/F32.
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# The exact-FP8 PLE table is a sidecar (ple/ dir) paged from disk through the
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# CIRUPLE1 pager with a ple-cache-mib decoded-page cache; it never enters
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# VRAM. The MTP draft head (Q8_0) drives speculative decoding at depth 3.
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#
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# MTP draft head: both attempted heads (EasiiX Q8_0 and agentionai
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# ROCmFP4-FAST) are INCOMPATIBLE with the STRIX_LEAN model — the
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# qwen4exp binary expects blk.0.hc_attn_norm.weight which neither
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# draft GGUF carries. Using ngram-mod only. Set SPEC_TYPE=none in
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# the env to disable spec decoding.
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#
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# The Qwen-Sharp chat template (scripts/chat-template.jinja) is applied at
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# runtime so the model emits reasoning in DeepSeek format; the reasoning
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# trail is preserved across turns via CHAT_TEMPLATE_KWARGS.
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# Vendor production profile is applied verbatim on the first deployment:
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# -ngl all, -sm none, --fit off, ctx 262144 x 1 slot, b 2048 / ub 512,
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# t 8 / tb 8, f16 KV, fa on, cont-batching, prompt cache + 8 GiB cache-ram
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# + idle-slot cache, 32 ctx checkpoints with min step 8192, MTP depth 3
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# with p-split 0.10. Deviations from the vendor launcher are marked below.
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set -euo pipefail
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SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
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@@ -42,24 +35,28 @@ if [[ -f "$ENV_FILE" ]]; then
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fi
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# --- defaults (used when the env file does not set them) -------------------
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: "${LLAMA_BIN:=/home/dank/GitPackages/ROCmFPX/build-qwen38/bin/llama-server}"
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: "${MODEL_DIR:=/home/dank/models/kingjones-Qwen3.8-Flash-Next-ROCmFP4-STRIX}"
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: "${MODEL_FILE:=Qwen3.8-Flash-Next-Q4_0-ROCmFP4-STRIX.gguf}"
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: "${LLAMA_BIN:=/home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151/bin/llama-server}"
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: "${MODEL_DIR:=/home/dank/models/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4}"
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: "${MODEL_FILE:=Qwen3.8-Flash-CIRU-STRIX-IU4.gguf}"
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: "${CHAT_TEMPLATE_FILE:=$SCRIPT_DIR/chat-template.jinja}"
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: "${CHAT_TEMPLATE_KWARGS:={}}"
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: "${ALIAS:=frank-default-large}"
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: "${BIND_ADDR:=0.0.0.0}"
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: "${LISTEN_PORT:=7770}"
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: "${CTX_SIZE:=524288}"
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: "${PARALLEL:=2}"
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: "${BATCH_SIZE:=4096}"
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: "${UBATCH_SIZE:=4096}"
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: "${NUM_THREADS:=16}"
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: "${THREAD_BATCH:=16}"
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: "${CTX_SIZE:=262144}"
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: "${PARALLEL:=1}"
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: "${BATCH_SIZE:=2048}"
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: "${UBATCH_SIZE:=512}"
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: "${NUM_THREADS:=8}"
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: "${THREAD_BATCH:=8}"
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: "${CACHE_TYPE_K:=f16}"
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: "${CACHE_TYPE_V:=f16}"
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: "${CTX_CHECKPOINTS:=16}"
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: "${CTX_CHECKPOINTS:=32}"
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: "${CHECKPOINT_MIN_STEP:=8192}"
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: "${CACHE_RAM:=8192}"
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: "${PLE_CACHE_MIB:=4096}"
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: "${SLOT_SAVE_PATH:=$SCRIPT_DIR/slot-state}"
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: "${SPLIT_MODE:=none}"
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: "${FIT:=off}"
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: "${TEMPERATURE:=0.7}"
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: "${TOP_K:=20}"
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@@ -69,19 +66,20 @@ fi
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: "${REASONING:=on}"
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: "${REASONING_FORMAT:=deepseek}"
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: "${HSA_OVERRIDE_GFX_VERSION:=11.5.1}"
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: "${SPEC_TYPE:=ngram-mod}"
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: "${DRAFT_MODEL_DIR:=$MODEL_DIR}"
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: "${DRAFT_MODEL_FILE:=Qwen3.8-Flash-Next-MTP-ROCmFP4-FAST.gguf}"
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: "${SPEC_TYPE:=draft-mtp}"
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: "${DRAFT_MODEL_DIR:=$MODEL_DIR/mtp}"
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: "${DRAFT_MODEL_FILE:=Qwen3.8-Flash-CIRU-STRIX-IU4-MTP-Q8_0.gguf}"
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: "${SPEC_DRAFT_N_MAX:=3}"
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: "${SPEC_DRAFT_N_MIN:=0}"
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: "${SPEC_DRAFT_P_MIN:=0.75}"
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: "${SPEC_DRAFT_NGL:=999}"
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: "${SPEC_DRAFT_P_MIN:=0.0}"
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: "${SPEC_DRAFT_P_SPLIT:=0.10}"
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: "${SPEC_DRAFT_NGL:=all}"
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: "${SPEC_DRAFT_DEVICE:=ROCm0}"
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: "${SPEC_DRAFT_TYPE_K:=f16}"
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: "${SPEC_DRAFT_TYPE_V:=f16}"
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: "${SPEC_DRAFT_TYPE_K:=q8_0}"
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: "${SPEC_DRAFT_TYPE_V:=q8_0}"
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MODEL="$MODEL_DIR/$MODEL_FILE"
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for f in "$LLAMA_BIN" "$MODEL" "$CHAT_TEMPLATE_FILE"; do
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for f in "$LLAMA_BIN" "$MODEL"; do
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if [[ ! -r "$f" ]]; then
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echo "missing or unreadable required artifact: $f" >&2
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exit 1
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@@ -92,9 +90,9 @@ if [[ ! -x "$LLAMA_BIN" ]]; then
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exit 1
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fi
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# --- speculative decoding (MTP draft head) --------------------------------
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# The MTP draft head is loaded as a separate GGUF sidecar via --model-draft.
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# ngram-only specs (ngram-mod, etc.) do NOT need a draft model file.
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# --- speculative decoding (MTP draft head) ---------------------------------
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# The MTP draft head is a separate GGUF sidecar loaded via --spec-draft-model
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# (alias --model-draft). ngram-only specs do not need a draft file.
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# Set SPEC_TYPE=none in the env to disable speculative decoding entirely.
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SPEC_ARGS=()
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if [[ -n "$SPEC_TYPE" && "$SPEC_TYPE" != "none" ]]; then
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@@ -111,16 +109,27 @@ if [[ -n "$SPEC_TYPE" && "$SPEC_TYPE" != "none" ]]; then
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exit 1
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fi
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SPEC_ARGS+=(
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--model-draft "$DRAFT_MODEL"
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--spec-draft-model "$DRAFT_MODEL"
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--spec-draft-ngl "$SPEC_DRAFT_NGL"
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--spec-draft-device "$SPEC_DRAFT_DEVICE"
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--spec-draft-type-k "$SPEC_DRAFT_TYPE_K"
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--spec-draft-type-v "$SPEC_DRAFT_TYPE_V"
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)
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fi
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if [[ -n "${SPEC_DRAFT_P_SPLIT:-}" ]]; then
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SPEC_ARGS+=(--spec-draft-p-split "$SPEC_DRAFT_P_SPLIT")
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fi
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fi
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SERVER_DIR="$(cd -- "$(dirname -- "$LLAMA_BIN")" && pwd)"
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# The CIRU package is text-only: no mmproj sidecar. Pass --mmproj only when
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# MMPROJ_PATH points at a readable file (kept for future multimodal packs).
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MMPROJ_ARGS=()
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if [[ -n "${MMPROJ_PATH:-}" && -r "${MMPROJ_PATH:-}" ]]; then
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MMPROJ_ARGS=(--mmproj "$MMPROJ_PATH")
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fi
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SERVER_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
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mkdir -p "$SLOT_SAVE_PATH"
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ROCM_PATH="${ROCM_PATH:-/opt/rocm}"
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LIBRARY_PATH="$SERVER_DIR:$ROCM_PATH/lib:$ROCM_PATH/lib/rocm_sysdeps/lib:$ROCM_PATH/lib/llvm/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}"
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@@ -129,6 +138,10 @@ exec /usr/bin/env \
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HIP_VISIBLE_DEVICES=0 \
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LD_LIBRARY_PATH="$LIBRARY_PATH" \
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HSA_OVERRIDE_GFX_VERSION="$HSA_OVERRIDE_GFX_VERSION" \
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GGML_CUDA_Q41_MOE_FORCE_J="${GGML_CUDA_Q41_MOE_FORCE_J:-32}" \
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GGML_QWEN4EXP_PLE_WORKERS="${GGML_QWEN4EXP_PLE_WORKERS:-16}" \
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GGML_QWEN4EXP_PLE_STRICT_SHA="${GGML_QWEN4EXP_PLE_STRICT_SHA:-0}" \
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ROCBLAS_USE_HIPBLASLT="${ROCBLAS_USE_HIPBLASLT:-1}" \
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"$LLAMA_BIN" \
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--model "$MODEL" \
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--alias "$ALIAS" \
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@@ -138,7 +151,8 @@ exec /usr/bin/env \
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--port "$LISTEN_PORT" \
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--jinja \
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--device ROCm0 \
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--gpu-layers 999 \
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--gpu-layers "${NGL:-all}" \
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--split-mode "$SPLIT_MODE" \
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--parallel "$PARALLEL" \
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--ctx-size "$CTX_SIZE" \
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--batch-size "$BATCH_SIZE" \
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@@ -150,7 +164,11 @@ exec /usr/bin/env \
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--threads "$NUM_THREADS" \
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--threads-batch "$THREAD_BATCH" \
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--ctx-checkpoints "$CTX_CHECKPOINTS" \
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--checkpoint-min-step "$CHECKPOINT_MIN_STEP" \
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--cache-ram "$CACHE_RAM" \
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--ple-sidecar "$MODEL_DIR/ple" \
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--ple-cache-mib "$PLE_CACHE_MIB" \
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--slot-save-path "$SLOT_SAVE_PATH" \
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--cache-prompt \
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--cache-idle-slots \
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--metrics \
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@@ -162,5 +180,5 @@ exec /usr/bin/env \
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--reasoning "$REASONING" \
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--reasoning-format "$REASONING_FORMAT" \
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--reasoning-budget -1 \
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--mmproj "$MMPROJ_PATH" \
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"${SPEC_ARGS[@]}"
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"${MMPROJ_ARGS[@]}" \
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"${SPEC_ARGS[@]}"
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