feat: implement theming system and LLM gallery wizard with enhanced component architecture and process management utilities

Author: apstenku123

.services.pid

@@ -0,0 +1,2 @@
+backend=30112
+frontend=30113

backend.log

@@ -32,7 +32,7 @@ def compute_dacs_segsum(dt: mx.array, A: mx.array, *,
     prod = dt32 * A32                # (B, T, H)
     # Build chunked cumulative sum: each chunk restarts.
     n_chunks = (T + chunk_size - 1) // chunk_size
-    out = mx.zeros((B, T, H), dtype=mx.float32)
+    mx.zeros((B, T, H), dtype=mx.float32)
     out_list = []
     for c in range(n_chunks):
         start = c * chunk_size

cppmega_mlx/kernels/compute_dacs_segsum.py

@@ -1583,7 +1583,6 @@ def _bench_stage2_q_hoist_wave5(
     reason}`` when prerequisites are missing.
     """
 
-    import time
 
     ok, msg = _tilelang_available()
     if not ok:

cppmega_mlx/nn/_tilelang/dsa_splitk_indexer_loss.py

@@ -57,7 +57,6 @@
 from __future__ import annotations
 
 import threading
-import types
 from dataclasses import dataclass
 from functools import lru_cache
 from typing import Any, cast

cppmega_mlx/nn/_tilelang/fp8_amax.py

@@ -1487,7 +1487,7 @@ def _canonicalize_bwd_path_b_hot_loops(
 ) -> str:
     """Make backward hot loops match the hand-written Path B MSL shape."""
 
-    threads = _threadgroup_size(topk)
+    _threadgroup_size(topk)
     kv_base = "uint kv_row_base = kv_b_base + (uint(gather_idx) * kv_group + g) * qk_dim;"
     msl = msl.replace(
         (

cppmega_mlx/nn/_tilelang/sparse_mla_path_c.py

@@ -56,7 +56,7 @@ def reference_indexer_kl_loss(
         raise ValueError("Q and K must share batch dim")
     if Q.shape[2] != K.shape[2] or Q.shape[3] != K.shape[3]:
         raise ValueError("Q and K must share (AH, AD)")
-    B, Sq, AH, AD = (int(Q.shape[0]), int(Q.shape[1]),
+    _B, Sq, _AH, _AD = (int(Q.shape[0]), int(Q.shape[1]),
                       int(Q.shape[2]), int(Q.shape[3]))
     Sk = int(K.shape[1])
 

cppmega_mlx/nn/dsa_indexer_loss_reference.py

@@ -27,7 +27,7 @@
 from __future__ import annotations
 
 import json
-from collections.abc import Mapping, Sequence
+from collections.abc import Mapping
 from dataclasses import dataclass
 from typing import Any
 

cppmega_mlx/runtime/path_c_fusion_launcher.py

@@ -38,7 +38,7 @@
 
 from __future__ import annotations
 
-from typing import Any, Callable
+from typing import Any
 
 import mlx.core as mx
 import mlx.nn as nn

cppmega_mlx/training/distributed_optimizer.py

@@ -17,8 +17,7 @@
 
 from __future__ import annotations
 
-from collections.abc import Callable, Iterable
-from typing import Any
+from collections.abc import Callable
 
 import mlx.core as mx
 import mlx.nn as nn