dankclaw: replace vLLM with CIRU ROCmFPX llama.cpp runtime
Retire the vLLM service (frank-default-small, port 52625) on Dankclaw and serve jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge through the CIRU ROCmFPX llama.cpp runtime instead. - Build llama-server from ciru-ai/ROCmFPX tag qwen3.8-activefpx-promptforge-v2.3 (commit 103af8b41) against the private TheRock ROCm 7.15 SDK in the retired ling3-ciru venv. The model card requires ROCm 7.15 for the advertised Strix Halo performance; the system ROCm 7.2.4 selects slower kernels. CK pinned at fdf4bb7fcc984811cef48ce817d89aac064b984a; generated ck/config.h + ck/version.h copied into the CK source tree so the ggml-hip build can include them. LLAMA_BUILD_WEBUI=OFF (HF bucket llama-ui returns 404; server is consumed via the OpenAI API). - New scripts/serve-frank-small.sh + frank-default-small.env: 64K ctx, one slot, f16 KV, context checkpoints, prompt cache, native depth-4 MTP on ROCm0, PromptForge DualView sidecars (FFN + GDN), temp 0.7 top-p 0.95, reasoning off. LD_LIBRARY_PATH puts the 7.15 SDK libs before any system ROCm. - Update the systemd unit description (same service name and port). - deploy.sh: update the dankclaw target comment. - Docs: new docs/ciru-activefpx-promptforge.md with the build runbook; update docs/index.md and AGENTS.md topology. - The vLLM venvs (vllm-venv, vllm-vk-venv) were moved to /home/dank/.AGENTTRASH/ on the target; the vllm-vulkan plugin and docs were removed from the repo in an earlier commit.
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@@ -1,10 +1,16 @@
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#!/usr/bin/env bash
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# Serve Avesed/Qwen3.6-35B-A3B-INT8-W8A8 via vLLM on Dankclaw (Strix Halo).
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# Serve jcbtc/Qwen3.8-27B-CIRU-ActiveFPX-PromptForge via the CIRU ROCmFPX
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# llama.cpp runtime on Dankclaw (Strix Halo gfx1151).
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#
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# Runs the ROCm vLLM build in /home/dank/vllm-venv. The model is a
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# compressed-tensors INT8 W8A8 quant (MoE, 35B total / 3B active). Full
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# 262144 context, unquantized KV cache, 4 concurrent sequences, ngram
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# speculative decoding.
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# Runtime: the PromptForge llama-server built from ciru-ai/ROCmFPX tag
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# qwen3.8-activefpx-promptforge-v2.3 (commit 103af8b41) against the private
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# TheRock ROCm 7.15 SDK (kept in the retired ling3-ciru venv). The model is
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# a GGUF with optional PromptForge companion views (FFN/GDN .pfs) that enable
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# CIRU DualView prompt acceleration. Native depth-4 MTP speculative decoding.
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#
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# The model card requires ROCm 7.15 (not the system ROCm 7.2.4) for the
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# advertised Strix Halo performance. LD_LIBRARY_PATH therefore points at the
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# 7.15 SDK libraries first. An older system ROCm must not precede them.
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#
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# Tunables come from frank-default-small.env in this directory unless
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# FRANK_SMALL_ENV_FILE overrides that path.
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@@ -20,55 +26,93 @@ if [[ -f "$ENV_FILE" ]]; then
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fi
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# --- defaults (used when the env file does not set them) -------------------
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: "${VLLM_BIN:=/home/dank/vllm-venv/bin/vllm}"
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: "${MODEL:=nameistoken/Qwen3.6-35B-A3B-Quark-W8A8-INT8}"
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: "${LLAMA_BIN:=/home/dank/ciru-qwen38/ROCmFPX/build-promptforge/bin/llama-server}"
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: "${MODEL_DIR:=/home/dank/models/CIRU-Qwen3.8-27B-ActiveFPX}"
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: "${MODEL_FILE:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-v2.gguf}"
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: "${FFN_PFS:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-FFN.pfs}"
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: "${GDN_PFS:=Qwen3.8-27B-CIRU-ActiveFPX-PromptForge-GDN.pfs}"
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: "${ROCM_DEVEL:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_devel}"
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: "${ROCM_LIB:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_libraries}"
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: "${ROCM_CORE:=/home/dank/ling3-ciru/Ling-3.0-Flash-CIRU-int4-Strix-native/.venv/lib/python3.12/site-packages/_rocm_sdk_core}"
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: "${ALIAS:=frank-default-small}"
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: "${BIND_ADDR:=0.0.0.0}"
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: "${LISTEN_PORT:=52625}"
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: "${MAX_MODEL_LEN:=262144}"
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: "${KV_CACHE_DTYPE:=auto}"
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: "${MAX_NUM_SEQS:=4}"
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: "${MAX_NUM_BATCHED_TOKENS:=8192}"
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: "${GPU_MEMORY_UTILIZATION:=0.92}"
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: "${NGRAM_LOOKUP_MAX:=5}"
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: "${NGRAM_LOOKUP_MIN:=1}"
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: "${NUM_SPEC_TOKENS:=5}"
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: "${ENABLE_AUTO_TOOL_CHOICE:=1}"
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: "${TOOL_CALL_PARSER:=qwen3_xml}"
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: "${ENABLE_PREFIX_CACHING:=1}"
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# The Avesed tokenizer_config.json has no chat_template; vLLM would use its
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# built-in template which does not render the model's XML tool format. Use
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# the repo's chat_template.jinja (ships the <tool_call> instructions).
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: "${CHAT_TEMPLATE:=/home/dank/models/qwen36-chat_template-tools.jinja}"
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: "${CTX_SIZE:=65536}"
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: "${PARALLEL:=1}"
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: "${BATCH_SIZE:=2048}"
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: "${UBATCH_SIZE:=2048}"
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: "${CACHE_TYPE_K:=f16}"
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: "${CACHE_TYPE_V:=f16}"
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: "${CTX_CHECKPOINTS:=32}"
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: "${CACHE_RAM:=8192}"
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: "${SPEC_DRAFT_N_MAX:=4}"
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: "${SPEC_DRAFT_N_MIN:=0}"
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: "${SPEC_DRAFT_P_MIN:=0.0}"
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: "${SPEC_DRAFT_P_SPLIT:=0.10}"
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: "${TEMPERATURE:=0.7}"
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: "${TOP_P:=0.95}"
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: "${REASONING:=off}"
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: "${VERBOSITY:=4}"
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if [[ ! -x "$VLLM_BIN" ]]; then
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echo "missing vllm binary: $VLLM_BIN" >&2
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MODEL="$MODEL_DIR/$MODEL_FILE"
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export PROMPTFORGE_SIDECAR="$MODEL_DIR/$FFN_PFS"
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export PROMPTFORGE_GDN_SIDECAR="$MODEL_DIR/$GDN_PFS"
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export PROMPTFORGE_MODE="m2048_fused_tail1476"
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export GGML_CUDA_GRAPH_OPT=0
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export LLAMA_MTP_CPU_ARGMAX_FASTPATH=1
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if [[ ! -f "$MODEL" ]]; then
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echo "missing required file: $MODEL" >&2
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exit 1
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fi
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if [[ ! -f "$PROMPTFORGE_SIDECAR" ]]; then
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echo "missing PromptForge FFN companion: $PROMPTFORGE_SIDECAR" >&2
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exit 1
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fi
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if [[ ! -f "$PROMPTFORGE_GDN_SIDECAR" ]]; then
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echo "missing PromptForge GDN companion: $PROMPTFORGE_GDN_SIDECAR" >&2
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exit 1
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fi
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if [[ ! -x "$LLAMA_BIN" ]]; then
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echo "missing llama-server binary: $LLAMA_BIN" >&2
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exit 1
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fi
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TOOL_ARGS=()
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if [[ "${ENABLE_AUTO_TOOL_CHOICE}" == "1" ]]; then
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TOOL_ARGS+=(--enable-auto-tool-choice)
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TOOL_ARGS+=(--tool-call-parser "${TOOL_CALL_PARSER}")
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fi
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# ROCm 7.15 SDK libraries must precede any system ROCm in LD_LIBRARY_PATH.
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export ROCM_PATH="$ROCM_DEVEL"
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export LD_LIBRARY_PATH="${ROCM_LIB}/lib:${ROCM_CORE}/lib:${ROCM_DEVEL}/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}"
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PC_ARGS=()
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if [[ "${ENABLE_PREFIX_CACHING}" == "1" ]]; then
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PC_ARGS+=(--enable-prefix-caching)
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fi
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exec "$VLLM_BIN" serve "$MODEL" \
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exec "$LLAMA_BIN" \
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--model "$MODEL" \
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--alias "$ALIAS" \
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--host "$BIND_ADDR" \
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--port "$LISTEN_PORT" \
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--served-model-name "$ALIAS" \
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--max-model-len "$MAX_MODEL_LEN" \
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--kv-cache-dtype "$KV_CACHE_DTYPE" \
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--max-num-seqs "$MAX_NUM_SEQS" \
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--max-num-batched-tokens "$MAX_NUM_BATCHED_TOKENS" \
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--gpu-memory-utilization "$GPU_MEMORY_UTILIZATION" \
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--speculative-config "{\"method\":\"ngram\",\"prompt_lookup_max\":$NGRAM_LOOKUP_MAX,\"prompt_lookup_min\":$NGRAM_LOOKUP_MIN,\"num_speculative_tokens\":$NUM_SPEC_TOKENS}" \
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--reasoning-parser qwen3 \
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--trust-remote-code \
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--chat-template "$CHAT_TEMPLATE" \
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"${PC_ARGS[@]}" \
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"${TOOL_ARGS[@]}"
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-dev ROCm0 \
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-ngl 999 \
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-c "$CTX_SIZE" \
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-b "$BATCH_SIZE" \
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-ub "$UBATCH_SIZE" \
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-fa on \
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-ctk "$CACHE_TYPE_K" \
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-ctv "$CACHE_TYPE_V" \
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-np "$PARALLEL" \
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-ctxcp "$CTX_CHECKPOINTS" \
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--cache-ram "$CACHE_RAM" \
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--cache-prompt \
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--metrics \
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--spec-type draft-mtp \
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--spec-draft-device ROCm0 \
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--spec-draft-ngl 999 \
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--spec-draft-type-k f16 \
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--spec-draft-type-v f16 \
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--spec-draft-n-max "$SPEC_DRAFT_N_MAX" \
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--spec-draft-n-min "$SPEC_DRAFT_N_MIN" \
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--spec-draft-p-min "$SPEC_DRAFT_P_MIN" \
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--spec-draft-p-split "$SPEC_DRAFT_P_SPLIT" \
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--spec-draft-backend-sampling \
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--temp "$TEMPERATURE" \
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--top-p "$TOP_P" \
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--reasoning "$REASONING" \
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--reasoning-format none \
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--reasoning-budget -1 \
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-lv "$VERBOSITY"
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