diff --git a/hermes-config-template.prose.md b/hermes-config-template.prose.md
index 2292a2a..275e846 100644
--- a/hermes-config-template.prose.md
+++ b/hermes-config-template.prose.md
@@ -99,8 +99,8 @@ model:
   base_url: http://192.168.68.116/v1
   api_key_env: LITELLM_API_KEY    # Injected via infisical run -- wrapper
   max_tokens: 4096                # ⚠️ CRITICAL: Prevents unbounded generation
-  context_length: 262144          # For syslog-auto (ornith route supports 256K).
-                                  # Set 131072 if using qwen3.6-27B-code or gemma-4-12b directly.
+  context_length: 262144          # For syslog-auto (all GPUs support 256K).
+                                  # Set 131072 if using gemma-4-12b directly (12GB VRAM constraint).
 
 fallback_providers:
   provider: deepseek
@@ -129,10 +129,10 @@ mcp_servers:
 # ─── Compression ───
 compression:
   enabled: true
-  model: gemma-4-12b              # ⚠️ Must match auxiliary.compression.model
+  model: ornith-1.0-35b           # ⚠️ Must match auxiliary.compression.model
   provider: harness
-  max_context_window: 262144      # For syslog-auto (ornith supports 256K).
-                                  # Set 131072 if using qwen or gemma directly.
+  max_context_window: 262144      # For Strix Halo compression (256K ctx).
+                                  # Set 131072 if using gemma directly.
   threshold: 0.65                 # Fires at ~170K for 262K window, ~85K for 128K
   target_ratio: 0.30
   protect_last_n: 40
@@ -164,7 +164,7 @@ auxiliary:
     timeout: 30
   compression:
     provider: harness
-    model: gemma-4-12b
+    model: ornith-1.0-35b
     base_url: http://192.168.68.116/v1
     api_key_env: LITELLM_API_KEY
     timeout: 60
diff --git a/litellm-self-heal.prose.md b/litellm-self-heal.prose.md
index b92e057..f39acdf 100644
--- a/litellm-self-heal.prose.md
+++ b/litellm-self-heal.prose.md
@@ -56,8 +56,8 @@ Request → nginx:80 → LiteLLM:4000 → GPU(llama-server, parallel 2)
 
 | Host | IP | Hardware | Models Served | Engine | Context | Parallel |
 |------|-----|----------|---------------|--------|---------|----------|
-| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | 128K | 2 |
-| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | 128K | 2 |
+| llm-gpu | 192.168.68.8 | NVIDIA RTX 3090 (24 GB) | qwen3.6-27B-code | llama-server systemd | **256K** | 1 |
+| ocu-llm | 192.168.68.110 | NVIDIA RTX 5070 (12 GB) | gemma-4-12b | llama-server systemd | 131K | 2 |
 | amdpve | 192.168.68.15 | AMD Strix Halo 64GB UMA | ornith-1.0-35b | llama-server systemd (Vulkan) | 256K | 2 |
 
 ## Model Fallback Chains (LiteLLM)