diff --git a/modules/home/programs/terminal/nvim/config/lua/llm.lua b/modules/home/programs/terminal/nvim/config/lua/llm.lua
index 96aab97..3069cc9 100755
--- a/modules/home/programs/terminal/nvim/config/lua/llm.lua
+++ b/modules/home/programs/terminal/nvim/config/lua/llm.lua
@@ -25,6 +25,13 @@ local function toggle_llm_fim_provider()
 end
 vim.keymap.set("n", "<leader>cf", toggle_llm_fim_provider, { desc = "Toggle FIM (Llama / Copilot)" })
 
+-- Copilot Accept Shortcut
+vim.keymap.set('i', '<C-J>', 'copilot#Accept("\\<CR>")', {
+	expr = true,
+	replace_keycodes = false
+})
+vim.g.copilot_no_tab_map = true
+
 -- Configure LLama LLM FIM
 vim.g.llama_config = {
 	endpoint = llm_endpoint .. "/infill",
diff --git a/packages/llama-cpp/default.nix b/packages/llama-cpp/default.nix
index 6b48548..8f3aa7f 100644
--- a/packages/llama-cpp/default.nix
+++ b/packages/llama-cpp/default.nix
@@ -7,12 +7,12 @@
   vulkanSupport = true;
 }).overrideAttrs
   (oldAttrs: rec {
-    version = "7360";
+    version = "7426";
     src = pkgs.fetchFromGitHub {
       owner = "ggml-org";
       repo = "llama.cpp";
       tag = "b${version}";
-      hash = "sha256-576UL3aZ4AFvxCUP2U4W1gJuAjStRZ6y0uUy/hsdRW0=";
+      hash = "sha256-la+hA+Fw3xFjAyR4XgNmehghGS6zAKh9gHqJnlw2tMQ=";
       leaveDotGit = true;
       postFetch = ''
         git -C "$out" rev-parse --short HEAD > $out/COMMIT
@@ -24,7 +24,7 @@
     cmakeFlags = (oldAttrs.cmakeFlags or [ ]) ++ [
       "-DGGML_NATIVE=ON"
       "-DGGML_CUDA_ENABLE_UNIFIED_MEMORY=1"
-      "-DCMAKE_CUDA_ARCHITECTURES=61" # GTX 1070 / GTX 1080ti
+      "-DCMAKE_CUDA_ARCHITECTURES=61;86" # GTX 1070 / GTX 1080ti / RTX 3090
     ];
 
     # Disable Nix's march=native Stripping
diff --git a/systems/x86_64-linux/lin-va-desktop/default.nix b/systems/x86_64-linux/lin-va-desktop/default.nix
index 8bfc647..511b68b 100755
--- a/systems/x86_64-linux/lin-va-desktop/default.nix
+++ b/systems/x86_64-linux/lin-va-desktop/default.nix
@@ -5,7 +5,6 @@
 }:
 let
   inherit (lib.${namespace}) enabled;
-
 in
 {
   system.stateVersion = "25.11";
@@ -96,37 +95,49 @@ in
         #  --chat-template-kwargs '{\"reasoning_effort\":\"low\"}'
         "gpt-oss-20b-thinking" = {
           name = "GPT OSS (20B) - Thinking";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/gpt-oss-20b-heretic-v2.i1-MXFP4_MOE.gguf -c 131072 --temp 1.0 --top-p 1.0 --top-k 40 -ts 57,43";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/gpt-oss-20b-heretic-v2.i1-MXFP4_MOE.gguf -c 131072 --temp 1.0 --top-p 1.0 --top-k 40 -dev CUDA0";
         };
 
         # https://huggingface.co/unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF/tree/main
         "qwen3-coder-30b-instruct" = {
           name = "Qwen3 Coder (30B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-Coder-30B-A3B-Instruct-IQ4_XS.gguf -c 65536 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 -ctk q4_0 -ctv q4_0 -np 2 -kvu";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-Coder-30B-A3B-Instruct-Q4_K_M.gguf -c 262144 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 --cache-type-k q8_0 --cache-type-v q8_0 -ts 70,30";
         };
 
         # https://huggingface.co/unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF/tree/main
         "qwen3-30b-2507-instruct" = {
           name = "Qwen3 2507 (30B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-30B-A3B-Instruct-2507-IQ4_XS.gguf -c 65536 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 -ctk q4_0 -ctv q4_0 -np 2 -kvu";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-30B-A3B-Instruct-2507-Q4_K_M.gguf -c 262144 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 --cache-type-k q8_0 --cache-type-v q8_0 -ts 70,30";
         };
 
         # https://huggingface.co/unsloth/Qwen3-30B-A3B-Thinking-2507-GGUF/tree/main
         "qwen3-30b-2507-thinking" = {
           name = "Qwen3 2507 (30B) - Thinking";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-30B-A3B-Thinking-2507-IQ4_XS.gguf -c 65536 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 -ctk q4_0 -ctv q4_0 -np 2 -kvu";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-30B-A3B-Thinking-2507-UD-Q4_K_XL.gguf -c 262144 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 --cache-type-k q8_0 --cache-type-v q8_0 -ts 70,30";
         };
 
         # https://huggingface.co/unsloth/Qwen3-Next-80B-A3B-Instruct-GGUF/tree/main
         "qwen3-next-80b-instruct" = {
           name = "Qwen3 Next (80B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL.gguf -c 32768 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 -dev CUDA0 -ncmoe 39 --mlock";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-Next-80B-A3B-Instruct-UD-Q4_K_XL.gguf --ctx-size 262144 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 --repeat-penalty 1.05 --cache-type-k q8_0 --cache-type-v q8_0";
         };
 
         # https://huggingface.co/unsloth/Devstral-Small-2-24B-Instruct-2512-GGUF/tree/main
         "devstral-small-2-instruct" = {
           name = "Devstral Small 2 (24B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Devstral-Small-2-24B-Instruct-2512-IQ4_NL.gguf -fa 1 -c 65536 -ctk q4_0 -ctv q4_0";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Devstral-Small-2-24B-Instruct-2512-UD-Q4_K_XL.gguf -c 98304 -ctk q8_0 -ctv q8_0 -dev CUDA0";
+        };
+
+        # https://huggingface.co/unsloth/Qwen3-VL-8B-Instruct-GGUF/tree/main
+        "qwen3-8b-vision" = {
+          name = "Qwen3 Vision (8B) - Thinking";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-VL-8B-Instruct-UD-Q4_K_XL.gguf --mmproj /mnt/ssd/Models/Qwen3-VL-8B-Instruct-UD-Q4_K_XL_mmproj-F16.gguf -c 131072 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 -ctk q8_0 -ctv q8_0 -dev CUDA0";
+        };
+
+        # https://huggingface.co/unsloth/Qwen2.5-Coder-7B-Instruct-128K-GGUF/tree/main
+        "qwen2.5-coder-7b-instruct" = {
+          name = "Qwen2.5 Coder (7B) - Instruct";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server -m /mnt/ssd/Models/Qwen2.5-Coder-7B-Instruct-Q8_0.gguf --fim-qwen-7b-default -c 131072 --port \${PORT} --dev CUDA0";
         };
 
         # https://huggingface.co/unsloth/SmolLM3-3B-128K-GGUF/tree/main
@@ -141,34 +152,16 @@ in
           cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/ERNIE-4.5-21B-A3B-PT-UD-Q4_K_XL.gguf -c 98304 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20";
         };
 
-        # https://huggingface.co/unsloth/Qwen2.5-Coder-7B-Instruct-128K-GGUF/tree/main
-        "qwen2.5-coder-7b-instruct" = {
-          name = "Qwen2.5 Coder (7B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server -m /mnt/ssd/Models/Qwen2.5-Coder-7B-Instruct-Q8_0.gguf --fim-qwen-7b-default -c 131072 --port \${PORT}";
-        };
-
-        # https://huggingface.co/unsloth/Qwen2.5-Coder-3B-Instruct-128K-GGUF/tree/main
-        "qwen2.5-coder-3b-instruct" = {
-          name = "Qwen2.5 Coder (3B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server -m /mnt/ssd/Models/Qwen2.5-Coder-3B-Instruct-Q4_K_M.gguf --fim-qwen-3b-default -c 20000 -ts 60,40 --port \${PORT}";
-        };
-
-        # https://huggingface.co/unsloth/Qwen3-VL-8B-Instruct-GGUF/tree/main
-        "qwen3-8b-vision" = {
-          name = "Qwen3 Vision (8B) - Thinking";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Qwen3-VL-8B-Instruct-UD-Q4_K_XL.gguf --mmproj /mnt/ssd/Models/Qwen3-VL-8B-Instruct-UD-Q4_K_XL_mmproj-F16.gguf -c 131072 --temp 0.7 --min-p 0.0 --top-p 0.8 --top-k 20 -ctk q4_0 -ctk q4_0";
-        };
-
         # https://huggingface.co/mradermacher/OLMoE-1B-7B-0125-Instruct-GGUF/tree/main
         "olmoe-7b-instruct" = {
           name = "OLMoE (7B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/OLMoE-1B-7B-0125-Instruct.Q8_0.gguf -dev CUDA0";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/OLMoE-1B-7B-0125-Instruct.Q8_0.gguf -dev CUDA1";
         };
 
         # https://huggingface.co/gabriellarson/Phi-mini-MoE-instruct-GGUF/tree/main
         "phi-mini-8b-instruct" = {
           name = "Phi mini (8B) - Instruct";
-          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Phi-mini-MoE-instruct-Q8_0.gguf --repeat-penalty 1.05 --temp 0.0 --top-p 1.0 --top-k 1 -dev CUDA0";
+          cmd = "${pkgs.reichard.llama-cpp}/bin/llama-server --port \${PORT} -m /mnt/ssd/Models/Phi-mini-MoE-instruct-Q8_0.gguf --repeat-penalty 1.05 --temp 0.0 --top-p 1.0 --top-k 1 -dev CUDA1";
         };
       };
       groups = {
@@ -190,6 +183,6 @@ in
     git
     tmux
     vim
-    llama-cpp
+    reichard.llama-cpp
   ];
 }