[AMD] Support AMD MXFP4 Qwen3.5-397B-A17B model (#21234)

This commit is contained in:
Hubert Lu
2026-03-30 01:14:18 -07:00
committed by GitHub
parent 965f03cdc2
commit e6071e60c0
+18
View File
@@ -88,6 +88,7 @@ from sglang.srt.utils import (
cpu_has_amx_support,
is_cpu,
is_cuda,
is_gfx95_supported,
is_npu,
make_layers,
set_weight_attrs,
@@ -98,6 +99,7 @@ logger = logging.getLogger(__name__)
_is_cuda = is_cuda()
_is_npu = is_npu()
_is_cpu = is_cpu()
_is_gfx95 = is_gfx95_supported()
_is_amx_available = cpu_has_amx_support()
@@ -879,6 +881,14 @@ ALL_DECODER_LAYER_TYPES = {
class Qwen3_5ForCausalLM(nn.Module):
"""Qwen3.5 Model with support for dense variant."""
if _is_gfx95:
packed_modules_mapping = {
"qkv_proj": ["q_proj", "k_proj", "v_proj"],
"gate_up_proj": ["gate_proj", "up_proj"],
"in_proj_qkvz": ["in_proj_qkv", "in_proj_z"],
"in_proj_ba": ["in_proj_b", "in_proj_a"],
}
def __init__(
self,
config: Qwen3_5TextConfig,
@@ -1300,6 +1310,10 @@ class Qwen3_5MoeForCausalLM(Qwen3_5ForCausalLM):
class Qwen3_5ForConditionalGeneration(Qwen3VLForConditionalGeneration):
if _is_gfx95:
packed_modules_mapping = Qwen3_5ForCausalLM.packed_modules_mapping
hf_to_sglang_mapper = None
def __init__(
self,
config: Qwen3_5Config,
@@ -1422,6 +1436,10 @@ class Qwen3_5ForConditionalGeneration(Qwen3VLForConditionalGeneration):
class Qwen3_5MoeForConditionalGeneration(Qwen3VLForConditionalGeneration):
"""Qwen3.5 MoE Vision-Language Model."""
if _is_gfx95:
packed_modules_mapping = Qwen3_5ForCausalLM.packed_modules_mapping
hf_to_sglang_mapper = None
def __init__(
self,
config: Qwen3_5MoeConfig,