diff --git a/scripts/frank-default-large.env b/scripts/frank-default-large.env index 2633505..304e8bc 100644 --- a/scripts/frank-default-large.env +++ b/scripts/frank-default-large.env @@ -1,44 +1,45 @@ -# Tunables for frank-default-large (kingjones777 Qwen3.8-Flash-Next -# ROCmFP4 STRIX, qwen4exp hybrid MoE, Dankclaw, Strix Halo gfx1151). +# Tunables for frank-default-large (jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 on +# the ciru-ai Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp runtime, tag v1.1, +# Dankclaw, Strix Halo gfx1151 unified memory). # -# Runtime: ROCmFPX llama.cpp fork with PR #27742 (qwen4exp architecture) -# merged and built at /home/dank/GitPackages/ROCmFPX/build-qwen38. -# Build flags: -DGGML_HIP=ON -DGGML_HIP_ROCMI4_W4A4=ON -# -DCMAKE_HIP_ARCHITECTURES=gfx1151 -DGGML_CUDA_FA_ALL_QUANTS=ON -# -DLLAMA_BUILD_WEBUI=OFF -DCMAKE_EXE_LINKER_FLAGS=-no-pie. -# Replaced the kingjones Qwen3.8-27B Q6_0 AGENT deployment on 2026-09-01. -# Replaced the STRIX_LEAN deployment on 2026-08-27. +# Runtime: full llama.cpp fork at +# /home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151, +# built with the vendor build-linux-amd.sh flag set (HIP on, HIP_NO_VMM on, +# HIP_GRAPHS on, HIP_MMQ_MFMA on, CUDA/VULKAN/SYCL off, gfx1151) plus +# GGML_CUDA_FA + GGML_CUDA_FA_ALL_QUANTS. The IU4 WMMA expert path and the +# CIRUPLE1 PLE pager read the GGML_* env knobs exported by the serve script. +# Replaced the kingjones STRIX_LEAN (ROCmFPX build-qwen38) deployment. # -# Model: kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX-GGUF. -# 177B params (51.2B PLE n-gram table + 125.8B total MoE/attention). -# Qwen3.8-Flash-Next base: 56B MoE (512 experts, 10 used), 48 layers -# (12 attention + 36 SSM, full_attention_interval=4), 2 KV heads x 256 dim, -# embedding 2560, QSA indexer (4 heads, top_k=2048), hyper-connections -# (count=4, low_rank=320), PLE (layer 1, ngram_size=3, heads_per_ngram=8). -# Q4_0_ROCMFP4_STRIX quant (file_type=105), 113.47 GiB, single GGUF file. -# PLE table: 50.66 GiB Q8_0, streamed from page cache (never in GPU VRAM). -# Text-only (no mmproj). MTP draft head loaded as a separate GGUF sidecar -# (EasiiX/Qwen3.8-Flash-Next-MTP-Strix-Halo-GGUF, Q8_0, 4.1 GB). +# Model: Qwen3.8-Flash-Next base (56B MoE, 512 experts / 10 used, 48 layers +# = 12 attention + 36 SSM, QSA indexer, hyper-connections, PLE at layer 1) +# in the CIRU quality-first mixed quant: 144 routed-expert tensors at Q4_1 +# on the native IU4 WMMA path, protected tensors at Q5_K/Q5_1/Q8_0/BF16/F32. +# Main GGUF ~79 GB + MTP Q8_0 draft ~4 GB + exact-FP8 PLE sidecar ~52 GB +# paged from disk (never in VRAM; 4 GiB decoded-page cache via +# --ple-cache-mib). Vendor-validated on the same silicon (gfx1151). # -# Context: 262144 (256k) x 2 slots. f16 KV cache (~6.4 GiB per slot, -# ~12.8 GiB total). --fit off because the auto-fit code segfaults on this -# model's hyper-connection/indexer config; -ngl 999 places all layers on -# the SVM-backed GPU pool (116 GiB unified). +# The vendor production profile is applied verbatim on this first deployment: +# -ngl all, -sm none, --fit off, ctx 262144 x 1 slot, b 2048 / ub 512, +# t 8 / tb 8, f16 KV, fa on, cont-batching, prompt cache + 8 GiB cache-ram +# + idle-slot cache, 32 ctx checkpoints with min step 8192, MTP depth 3 +# with p-split 0.10, GGML_CUDA_Q41_MOE_FORCE_J=32, +# GGML_QWEN4EXP_PLE_WORKERS=16, GGML_QWEN4EXP_PLE_STRICT_SHA=0 (checksums +# were verified with sha256sum -c at download time), ROCBLAS_USE_HIPBLASLT=1. +# The Qwen-Sharp chat template is kept on purpose (chat-template.jinja): the +# service keeps emitting reasoning in DeepSeek format for its clients. # # WARNING: do not name any variable TEMP, HOST, or GPU_MAX_HEAP_SIZE. The # ROCm HIP runtime reads those bare env vars (see the 2026-08-13 TEMP # incident). llama.cpp reads --host/--port/--temp as CLI flags, never as # env vars. -# ROCmFPX llama-server (PR #27742 merged, build-qwen38). -LLAMA_BIN=/home/dank/GitPackages/ROCmFPX/build-qwen38/bin/llama-server +# CIRU v1.1 runtime binary (vendor build script, plus FA_ALL_QUANTS). +LLAMA_BIN=/home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151/bin/llama-server -# Model files from -# https://huggingface.co/kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX-GGUF -# STRIX_LEAN (Uncensored) variant, 3-shard Q4_0_ROCMFP4, 98.5 GiB. -MODEL_DIR=/home/dank/models/kingjones-Qwen3.8-Flash-Next-Uncensored-ROCmFP4-STRIX_LEAN -MODEL_FILE=Qwen3.8-Flash-Next-Uncensored-Q4_0-ROCmFP4-STRIX_LEAN-00001-of-00003.gguf -MMPROJ_PATH=/home/dank/models/kingjones-Qwen3.8-Flash-Next-Uncensored-ROCmFP4-STRIX_LEAN/mmproj-Qwen3.8-Flash-Next-Uncensored-BF16.gguf +# Model package from https://huggingface.co/jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 +# Layout: main GGUF + mtp/ Q8_0 draft + ple/ CIRUPLE1 sidecar (mandatory). +MODEL_DIR=/home/dank/models/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4 +MODEL_FILE=Qwen3.8-Flash-CIRU-STRIX-IU4.gguf # Qwen-Sharp chat template (tracked in the repo, staged on the host). The # Sharp template drives thinking on by default (medium effort); the server @@ -52,24 +53,28 @@ ALIAS=frank-default-large BIND_ADDR=0.0.0.0 LISTEN_PORT=7770 -# Serving: f16 KV, context checkpoints, prompt cache. The model is 113.47 -# GiB loaded via mmap into the Strix Halo unified memory pool (116 GiB -# SVM-backed). PLE table (50.66 GiB Q8_0) is streamed from page cache; never -# enters GPU VRAM. GPU resident: ~63-69 GiB. --fit off avoids the auto-fit -# segfault on this model's qwen4exp hyper-connection/indexer configuration. -CTX_SIZE=524288 -PARALLEL=2 -BATCH_SIZE=4096 -UBATCH_SIZE=4096 -NUM_THREADS=16 -THREAD_BATCH=16 +# Vendor production profile, verbatim: 262144-token context on ONE slot +# (parallel 1), batch 2048 / ubatch 512, 8+8 threads, f16 KV, 32 context +# checkpoints with min step 8192, 8 GiB prompt cache, 4 GiB PLE page cache. +# --fit off: auto-fit segfaults on this model's hyper-connection/indexer +# config; -ngl all puts every layer on the SVM-backed GPU pool. +CTX_SIZE=262144 +PARALLEL=1 +BATCH_SIZE=2048 +UBATCH_SIZE=512 +NUM_THREADS=8 +THREAD_BATCH=8 CACHE_TYPE_K=f16 CACHE_TYPE_V=f16 -CTX_CHECKPOINTS=16 +CTX_CHECKPOINTS=32 +CHECKPOINT_MIN_STEP=8192 CACHE_RAM=8192 +PLE_CACHE_MIB=4096 +SLOT_SAVE_PATH=/home/dank/serverAppConfigs/scripts/slot-state +SPLIT_MODE=none FIT=off -# Sampling (Sharp default). +# Sampling (Sharp default; vendor API examples agree for non-thinking mode). TEMPERATURE=0.7 TOP_K=20 TOP_P=0.8 @@ -78,7 +83,8 @@ PRESENCE_PENALTY=1.5 # Reasoning on (Sharp template drives it; preserve_thinking + preserve_reasoning # keep the reasoning trail in the conversation). DeepSeek format projects the -# reasoning into the API's reasoning_content field instead of content tags. +# reasoning into the API's reasoning_content field instead of literal thinking +# tags. REASONING=on REASONING_FORMAT=deepseek @@ -87,18 +93,26 @@ HSA_OVERRIDE_GFX_VERSION=11.5.1 VERBOSITY=4 -# MTP draft head (speculative decoding) — BOTH attempted heads are -# INCOMPATIBLE with the STRIX_LEAN Uncensored model (missing tensor -# blk.0.hc_attn_norm.weight): the EasiiX Q8_0 and the agentionai -# ROCmFP4-FAST. Using ngram-mod only until a compatible MTP head -# is found. Set SPEC_TYPE=none to disable spec decoding entirely. -DRAFT_MODEL_DIR=/home/dank/models/mtp-Qwen3.8-Flash-Next-FAST -DRAFT_MODEL_FILE=Qwen3.8-Flash-Next-MTP-ROCmFP4-FAST.gguf -SPEC_TYPE=ngram-mod +# Speculative decoding: MTP draft head (Q8_0) at depth 3, p-split 0.10 — +# the vendor headline profile. ngram-mod stacking is a later experiment; +# SPEC_TYPE=none disables spec decoding entirely. +DRAFT_MODEL_DIR=/home/dank/models/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/mtp +DRAFT_MODEL_FILE=Qwen3.8-Flash-CIRU-STRIX-IU4-MTP-Q8_0.gguf +SPEC_TYPE=draft-mtp SPEC_DRAFT_N_MAX=3 SPEC_DRAFT_N_MIN=0 -SPEC_DRAFT_P_MIN=0.75 -SPEC_DRAFT_NGL=999 +SPEC_DRAFT_P_MIN=0.0 +SPEC_DRAFT_P_SPLIT=0.10 +SPEC_DRAFT_NGL=all SPEC_DRAFT_DEVICE=ROCm0 -SPEC_DRAFT_TYPE_K=f16 -SPEC_DRAFT_TYPE_V=f16 \ No newline at end of file +SPEC_DRAFT_TYPE_K=q8_0 +SPEC_DRAFT_TYPE_V=q8_0 + +# Vendor runtime env knobs (read by the hipified mmq + PLE pager kernels). +# GGML_CUDA_Q41_MOE_FORCE_J forces the Q4_1 MoE WMMA tile width; the PLE +# pager knobs control the CIRUPLE1 page-in workers and skip re-hashing the +# 52 GB payload at every launch (checksums were verified once, at download). +GGML_CUDA_Q41_MOE_FORCE_J=32 +GGML_QWEN4EXP_PLE_WORKERS=16 +GGML_QWEN4EXP_PLE_STRICT_SHA=0 +ROCBLAS_USE_HIPBLASLT=1 diff --git a/scripts/serve-frank-large.sh b/scripts/serve-frank-large.sh index 948541d..774318e 100755 --- a/scripts/serve-frank-large.sh +++ b/scripts/serve-frank-large.sh @@ -1,35 +1,28 @@ #!/usr/bin/env bash -# Serve kingjones777/Qwen3.8-Flash-Next-ROCmFP4-STRIX as -# frank-default-large via the charlie12345/ROCmFPX llama.cpp fork with -# PR #27742 (qwen4exp architecture) merged, on Dankclaw (Strix Halo -# gfx1151, unified memory). +# Serve jcbtc/Qwen3.8-Flash-CIRU-STRIX-IU4 as frank-default-large via the +# ciru-ai/Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp runtime (tag v1.1) on +# Dankclaw (Strix Halo gfx1151, unified memory). # -# Runtime: ROCmFPX llama.cpp built at -# /home/dank/GitPackages/ROCmFPX/build-qwen38/bin/llama-server -# with -DGGML_HIP=ON -DGGML_HIP_ROCMI4_W4A4=ON -# -DCMAKE_HIP_ARCHITECTURES=gfx1151 -DLLAMA_BUILD_WEBUI=OFF. +# Runtime: ciru-ai Qwen3.8-Flash-CIRU-STRIX-IU4 llama.cpp built at +# /home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151 +# with the vendor build-linux-amd.sh flag set (HIP on, HIP_NO_VMM on, +# HIP_GRAPHS on, HIP_MMQ_MFMA on, CUDA/VULKAN/SYCL off, gfx1151) PLUS +# -DGGML_CUDA_FA=ON -DGGML_CUDA_FA_ALL_QUANTS=ON. The Q4_1_MOE_FORCE_J and +# PLE env knobs below are read by the hipified mmq/pager kernels. # -# Model: 177B params (56B MoE + 51.2B PLE n-gram table). 512 experts, -# 10 used, 48 layers (12 attention + 36 SSM/Mamba, -# full_attention_interval=4), 2 KV heads x 256 dim, QSA -# indexer (4 heads, top_k=2048), hyper-connections (count=4, low_rank=320), -# PLE (layer 1). Q4_0_ROCMFP4_STRIX quant, 113.47 GiB, single file. -# PLE table (50.66 GiB Q8_0) streamed from page cache; never in GPU VRAM. -# GPU resident: ~63-69 GiB. Context: up to 131072. -# Loaded with mmap (default) into the Strix Halo unified memory pool. -# --fit off is set because the auto-fit code segfaults on this model's -# hyper-connection/indexer configuration; -ngl 999 places all layers on -# the GPU (SVM-backed). +# Model: Qwen3.8-Flash-Next base (56B MoE, 512 experts / 10 used, 48 layers +# = 12 attention + 36 SSM, QSA indexer, hyper-connections, PLE at layer 1) +# in the CIRU quality-first mixed quant: 144 routed-expert tensors at Q4_1 +# on the native IU4 WMMA path, protected tensors at Q5_K/Q5_1/Q8_0/BF16/F32. +# The exact-FP8 PLE table is a sidecar (ple/ dir) paged from disk through the +# CIRUPLE1 pager with a ple-cache-mib decoded-page cache; it never enters +# VRAM. The MTP draft head (Q8_0) drives speculative decoding at depth 3. # -# MTP draft head: both attempted heads (EasiiX Q8_0 and agentionai -# ROCmFP4-FAST) are INCOMPATIBLE with the STRIX_LEAN model — the -# qwen4exp binary expects blk.0.hc_attn_norm.weight which neither -# draft GGUF carries. Using ngram-mod only. Set SPEC_TYPE=none in -# the env to disable spec decoding. -# -# The Qwen-Sharp chat template (scripts/chat-template.jinja) is applied at -# runtime so the model emits reasoning in DeepSeek format; the reasoning -# trail is preserved across turns via CHAT_TEMPLATE_KWARGS. +# Vendor production profile is applied verbatim on the first deployment: +# -ngl all, -sm none, --fit off, ctx 262144 x 1 slot, b 2048 / ub 512, +# t 8 / tb 8, f16 KV, fa on, cont-batching, prompt cache + 8 GiB cache-ram +# + idle-slot cache, 32 ctx checkpoints with min step 8192, MTP depth 3 +# with p-split 0.10. Deviations from the vendor launcher are marked below. set -euo pipefail SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)" @@ -42,24 +35,28 @@ if [[ -f "$ENV_FILE" ]]; then fi # --- defaults (used when the env file does not set them) ------------------- -: "${LLAMA_BIN:=/home/dank/GitPackages/ROCmFPX/build-qwen38/bin/llama-server}" -: "${MODEL_DIR:=/home/dank/models/kingjones-Qwen3.8-Flash-Next-ROCmFP4-STRIX}" -: "${MODEL_FILE:=Qwen3.8-Flash-Next-Q4_0-ROCmFP4-STRIX.gguf}" +: "${LLAMA_BIN:=/home/dank/GitPackages/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4/build-gfx1151/bin/llama-server}" +: "${MODEL_DIR:=/home/dank/models/ciru-Qwen3.8-Flash-CIRU-STRIX-IU4}" +: "${MODEL_FILE:=Qwen3.8-Flash-CIRU-STRIX-IU4.gguf}" : "${CHAT_TEMPLATE_FILE:=$SCRIPT_DIR/chat-template.jinja}" : "${CHAT_TEMPLATE_KWARGS:={}}" : "${ALIAS:=frank-default-large}" : "${BIND_ADDR:=0.0.0.0}" : "${LISTEN_PORT:=7770}" -: "${CTX_SIZE:=524288}" -: "${PARALLEL:=2}" -: "${BATCH_SIZE:=4096}" -: "${UBATCH_SIZE:=4096}" -: "${NUM_THREADS:=16}" -: "${THREAD_BATCH:=16}" +: "${CTX_SIZE:=262144}" +: "${PARALLEL:=1}" +: "${BATCH_SIZE:=2048}" +: "${UBATCH_SIZE:=512}" +: "${NUM_THREADS:=8}" +: "${THREAD_BATCH:=8}" : "${CACHE_TYPE_K:=f16}" : "${CACHE_TYPE_V:=f16}" -: "${CTX_CHECKPOINTS:=16}" +: "${CTX_CHECKPOINTS:=32}" +: "${CHECKPOINT_MIN_STEP:=8192}" : "${CACHE_RAM:=8192}" +: "${PLE_CACHE_MIB:=4096}" +: "${SLOT_SAVE_PATH:=$SCRIPT_DIR/slot-state}" +: "${SPLIT_MODE:=none}" : "${FIT:=off}" : "${TEMPERATURE:=0.7}" : "${TOP_K:=20}" @@ -69,19 +66,20 @@ fi : "${REASONING:=on}" : "${REASONING_FORMAT:=deepseek}" : "${HSA_OVERRIDE_GFX_VERSION:=11.5.1}" -: "${SPEC_TYPE:=ngram-mod}" -: "${DRAFT_MODEL_DIR:=$MODEL_DIR}" -: "${DRAFT_MODEL_FILE:=Qwen3.8-Flash-Next-MTP-ROCmFP4-FAST.gguf}" +: "${SPEC_TYPE:=draft-mtp}" +: "${DRAFT_MODEL_DIR:=$MODEL_DIR/mtp}" +: "${DRAFT_MODEL_FILE:=Qwen3.8-Flash-CIRU-STRIX-IU4-MTP-Q8_0.gguf}" : "${SPEC_DRAFT_N_MAX:=3}" : "${SPEC_DRAFT_N_MIN:=0}" -: "${SPEC_DRAFT_P_MIN:=0.75}" -: "${SPEC_DRAFT_NGL:=999}" +: "${SPEC_DRAFT_P_MIN:=0.0}" +: "${SPEC_DRAFT_P_SPLIT:=0.10}" +: "${SPEC_DRAFT_NGL:=all}" : "${SPEC_DRAFT_DEVICE:=ROCm0}" -: "${SPEC_DRAFT_TYPE_K:=f16}" -: "${SPEC_DRAFT_TYPE_V:=f16}" +: "${SPEC_DRAFT_TYPE_K:=q8_0}" +: "${SPEC_DRAFT_TYPE_V:=q8_0}" MODEL="$MODEL_DIR/$MODEL_FILE" -for f in "$LLAMA_BIN" "$MODEL" "$CHAT_TEMPLATE_FILE"; do +for f in "$LLAMA_BIN" "$MODEL"; do if [[ ! -r "$f" ]]; then echo "missing or unreadable required artifact: $f" >&2 exit 1 @@ -92,9 +90,9 @@ if [[ ! -x "$LLAMA_BIN" ]]; then exit 1 fi -# --- speculative decoding (MTP draft head) -------------------------------- -# The MTP draft head is loaded as a separate GGUF sidecar via --model-draft. -# ngram-only specs (ngram-mod, etc.) do NOT need a draft model file. +# --- speculative decoding (MTP draft head) --------------------------------- +# The MTP draft head is a separate GGUF sidecar loaded via --spec-draft-model +# (alias --model-draft). ngram-only specs do not need a draft file. # Set SPEC_TYPE=none in the env to disable speculative decoding entirely. SPEC_ARGS=() if [[ -n "$SPEC_TYPE" && "$SPEC_TYPE" != "none" ]]; then @@ -111,16 +109,27 @@ if [[ -n "$SPEC_TYPE" && "$SPEC_TYPE" != "none" ]]; then exit 1 fi SPEC_ARGS+=( - --model-draft "$DRAFT_MODEL" + --spec-draft-model "$DRAFT_MODEL" --spec-draft-ngl "$SPEC_DRAFT_NGL" --spec-draft-device "$SPEC_DRAFT_DEVICE" --spec-draft-type-k "$SPEC_DRAFT_TYPE_K" --spec-draft-type-v "$SPEC_DRAFT_TYPE_V" ) fi + if [[ -n "${SPEC_DRAFT_P_SPLIT:-}" ]]; then + SPEC_ARGS+=(--spec-draft-p-split "$SPEC_DRAFT_P_SPLIT") + fi fi -SERVER_DIR="$(cd -- "$(dirname -- "$LLAMA_BIN")" && pwd)" +# The CIRU package is text-only: no mmproj sidecar. Pass --mmproj only when +# MMPROJ_PATH points at a readable file (kept for future multimodal packs). +MMPROJ_ARGS=() +if [[ -n "${MMPROJ_PATH:-}" && -r "${MMPROJ_PATH:-}" ]]; then + MMPROJ_ARGS=(--mmproj "$MMPROJ_PATH") +fi + +SERVER_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)" +mkdir -p "$SLOT_SAVE_PATH" ROCM_PATH="${ROCM_PATH:-/opt/rocm}" LIBRARY_PATH="$SERVER_DIR:$ROCM_PATH/lib:$ROCM_PATH/lib/rocm_sysdeps/lib:$ROCM_PATH/lib/llvm/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}" @@ -129,6 +138,10 @@ exec /usr/bin/env \ HIP_VISIBLE_DEVICES=0 \ LD_LIBRARY_PATH="$LIBRARY_PATH" \ HSA_OVERRIDE_GFX_VERSION="$HSA_OVERRIDE_GFX_VERSION" \ + GGML_CUDA_Q41_MOE_FORCE_J="${GGML_CUDA_Q41_MOE_FORCE_J:-32}" \ + GGML_QWEN4EXP_PLE_WORKERS="${GGML_QWEN4EXP_PLE_WORKERS:-16}" \ + GGML_QWEN4EXP_PLE_STRICT_SHA="${GGML_QWEN4EXP_PLE_STRICT_SHA:-0}" \ + ROCBLAS_USE_HIPBLASLT="${ROCBLAS_USE_HIPBLASLT:-1}" \ "$LLAMA_BIN" \ --model "$MODEL" \ --alias "$ALIAS" \ @@ -138,7 +151,8 @@ exec /usr/bin/env \ --port "$LISTEN_PORT" \ --jinja \ --device ROCm0 \ - --gpu-layers 999 \ + --gpu-layers "${NGL:-all}" \ + --split-mode "$SPLIT_MODE" \ --parallel "$PARALLEL" \ --ctx-size "$CTX_SIZE" \ --batch-size "$BATCH_SIZE" \ @@ -150,7 +164,11 @@ exec /usr/bin/env \ --threads "$NUM_THREADS" \ --threads-batch "$THREAD_BATCH" \ --ctx-checkpoints "$CTX_CHECKPOINTS" \ + --checkpoint-min-step "$CHECKPOINT_MIN_STEP" \ --cache-ram "$CACHE_RAM" \ + --ple-sidecar "$MODEL_DIR/ple" \ + --ple-cache-mib "$PLE_CACHE_MIB" \ + --slot-save-path "$SLOT_SAVE_PATH" \ --cache-prompt \ --cache-idle-slots \ --metrics \ @@ -162,5 +180,5 @@ exec /usr/bin/env \ --reasoning "$REASONING" \ --reasoning-format "$REASONING_FORMAT" \ --reasoning-budget -1 \ - --mmproj "$MMPROJ_PATH" \ - "${SPEC_ARGS[@]}" \ No newline at end of file + "${MMPROJ_ARGS[@]}" \ + "${SPEC_ARGS[@]}"