Upgrade frank-default-large to kingjones Q8_0 AGENT at full 262144 context

frank-default-large now serves the kingjones Qwen3.8-27B-ROCmFPX-Q8_0-AGENT
model with a standalone MTP draft head (Q4_0), f16 K + TurboQuant V KV cache,
and the Sharp chat template. Context is maxed to 262144 (one slot); reasoning
is on with preserve_thinking + preserve_reasoning in the chat kwargs.

- frank-default-large.env: Q8_0 AGENT model paths, CTX_SIZE=262144, REASONING=on,
  REASONING_FORMAT=none, CHAT_TEMPLATE_KWARGS {enable_thinking, preserve_thinking,
  preserve_reasoning}
- serve-frank-large.sh: standalone draft-mtp profile (already switched off the
  Kairic/PromptForge path)
- download-q8agent.sh: reproducible HF fetch of the three payload files
- docs/LLM/kingjones-q8agent-rocmfpx.md: Q8_0 AGENT runbook
- AGENTS.md: topology + ACTIVE runtime section + TTM/GTT load note
- qwen3.8-strix-optimizations, Dankclaw Improvements: TTM pages_limit now 114 GiB
  (applied 2026-08-25), full 262k KV + Q8 payload fit in one slot
- frank_large_config.bats: assert 262144 context, reasoning + preserve_* enabled

The TTM/GTT was raised to 114 GiB (29,883,536 pages) to hold the full 262k KV.

scripts/frank-default-large.env

@@ -1,65 +1,56 @@
-# Tunables for frank-default-large (CIRU/Kairic Edge ROCmFPX v1.2, dankclaw,
-# Strix Halo gfx1151).
+# Tunables for frank-default-large (kingjones Qwen3.8-27B ROCmFPX Q8 AGENT,
+# dankclaw, Strix Halo gfx1151).
 #
-# Runtime: ciru-ai/ROCmFPX tag kairic-edge-qwen38-27b-v1.2, commit
-# 205a3e5f40e5542e2f2eb68e3d3f81f918b1d895, built with the pinned gfx1151
-# Prompt Forge / IU4 settings against /opt/rocm. Serves the Kairic Edge
-# authoritative GGUF plus three required .pfs sidecars. Alias
+# Runtime: ROCmFPX llama.cpp with TurboQuant support. Serves the kingjones
+# AGENT GGUF plus its standalone MTP draft and vision projector. Alias
 # frank-default-large, port 7770.
 
 # 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.
 
-# ciru-ai/ROCmFPX Kairic Edge v1.2 build.
+# ROCmFPX build with TurboQuant KV-cache support.
 LLAMA_BIN=/home/dank/ciru-qwen38/ROCmFPX/build-kairic/bin/llama-server
 
-# Model files: authoritative GGUF plus all required Kairic Edge sidecars.
-MODEL_DIR=/home/dank/models/Kairic-Qwen3.8-27B-IU4-Edge
-MODEL_FILE=Qwen3.8-27B-IU4-Kairic-Edge.gguf
-KAIRIC_FFN_SIDECAR=$MODEL_DIR/Qwen3.8-27B-Kairic-IU4-FFN.pfs
-KAIRIC_GDN_SIDECAR=$MODEL_DIR/Qwen3.8-27B-Kairic-IU4-GDN.pfs
-KAIRIC_GDN_OUTPUT_SIDECAR=$MODEL_DIR/Qwen3.8-27B-Kairic-IU4-GDN-Output.pfs
-KAIRIC_EDGE_COMPATIBILITY_MODE=1
-# No separate MTP draft head: the MTP/NextN head is embedded in the main GGUF,
-# so no --model-draft is passed. Kept for scripts that reference the var.
-MTP_DRAFT_FILE=
+# Model files from https://huggingface.co/kingjones777/Qwen3.8-27B-ROCmFPX-Q8_0-AGENT-GGUF.
+MODEL_DIR=/home/dank/models/kingjones-Qwen3.8-27B-ROCMFPX-Q8_0-AGENT
+MODEL_FILE=Qwen3.8-27B-Q8_0_ROCMFPX_AGENT.gguf
+MTP_DRAFT_FILE=$MODEL_DIR/mtp-Qwen3.8-27B-Q4_0.gguf
+MMPROJ_FILE=mmproj-Qwen3.8-27B-BF16.gguf
 
 # Qwen-Sharp chat template (tracked in the repo, staged on the host). The Sharp
 # template drives thinking on by default (medium effort) and produces the
 # peg-native + deepseek chat/reasoning shape the Pi agent expects.
 CHAT_TEMPLATE_FILE=/home/dank/serverAppConfigs/scripts/chat-template.jinja
-CHAT_TEMPLATE_KWARGS='{"enable_thinking":true,"preserve_thinking":true}'
+CHAT_TEMPLATE_KWARGS='{"enable_thinking":true,"preserve_thinking":true,"preserve_reasoning":true}'
 
 # Alias + network.
 ALIAS=frank-default-large
 BIND_ADDR=0.0.0.0
 LISTEN_PORT=7770
 
-# Serving: 65536 context (192K below the model's 262144 maximum), 1 slot. f16
-# KV, context checkpoints, prompt cache, strict-MTP embedded draft on ROCm0.
-# This leaves sufficient unified-memory headroom for the model plus KV cache.
+# Serving: 262144 context (the model's maximum), 1 slot. f16 KV, context
+# checkpoints, prompt cache, standalone MTP draft on ROCm0. The full 262144
+# context KV cache plus the ~28-30 GB Q8 model + MTP draft + mmproj fit in the
+# lifted 114 GiB TTM/GTT budget on the Strix Halo (see the GTT 114 GiB change).
 # Concurrent requests queue; the server never preempts a running generation.
-CTX_SIZE=65536
+CTX_SIZE=262144
 PARALLEL=1
-# Batch/ubatch follow the qualified ROCmI4 W4A4 profile (see the bench in
-# scripts/bench-ubatch-rocmi4.sh for the ubatch sweep on 8k contexts).
+# Batch/ubatch follow the existing qualified Dankclaw profile.
 BATCH_SIZE=512
 UBATCH_SIZE=512
 NUM_THREADS=16
 THREAD_BATCH=32
 CACHE_TYPE_K=f16
-CACHE_TYPE_V=f16
+CACHE_TYPE_V=turbo4
 CTX_CHECKPOINTS=32
 CACHE_RAM=8192
 
-# Embedded-MTP (qwen35 NextN) qualified profile. The head is in the main GGUF,
-# so the draft runs with all layers on ROCm0 (no --model-draft).
+# Standalone MTP draft head, loaded from MTP_DRAFT_FILE by the serve script.
 MTP_N_MAX=4
 MTP_N_MIN=0
 MTP_P_MIN=0.0
 MTP_P_SPLIT=0.10
-KAIRIC_EDGE_COMPATIBILITY_MODE=1
 
 # Sampling (Sharp default).
 TEMPERATURE=0.7
@@ -68,9 +59,10 @@ TOP_P=0.8
 MIN_P=0.0
 PRESENCE_PENALTY=1.5
 
-# Thinking on (Sharp template drives it; reasoning format projects the tar into
-# reasoning_content).
-REASONING=off
+# Reasoning on (Sharp template drives it; preserve_thinking + preserve_reasoning
+# keep the reasoning trail in the conversation). reasoning-format none lets the
+# template project the reasoning content into reasoning_content.
+REASONING=on
 REASONING_FORMAT=none
 
 # Strix Halo unified memory + native gfx1151 detection for this ROCmFPX build.