Upload Trellis2-GGUF models via CLI

.gitattributes

@@ -63,3 +63,14 @@ texture/trellis_imgshape2tex_dit_512_PREPPED_Q5_K_M.gguf filter=lfs diff=lfs mer
 texture/trellis_imgshape2tex_dit_512_PREPPED_Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
 texture/trellis_imgshape2tex_dit_512_PREPPED_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
 texture/trellis_imgshape2tex_dit_512_PREPPED_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+refiner/ss_flow_img_dit_1_3B_64_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+shape/slat_flow_img2shape_dit_1_3B_1024_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+shape/slat_flow_img2shape_dit_1_3B_512_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+test/slat_flow_img2shape_dit_1_3B_1024_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+test/slat_flow_img2shape_dit_1_3B_512_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+test/slat_flow_imgshape2tex_dit_1_3B_1024_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+test/slat_flow_imgshape2tex_dit_1_3B_512_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+test/slat_flow_imgshape2tex_dit_1_3B_512_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+test/ss_flow_img_dit_1_3B_64_bf16.gguf filter=lfs diff=lfs merge=lfs -text
+texture/slat_flow_imgshape2tex_dit_1_3B_1024_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+texture/slat_flow_imgshape2tex_dit_1_3B_512_bf16_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

pipeline.json

@@ -0,0 +1,95 @@
+{
+    "name": "Trellis2ImageTo3DPipeline",
+    "args": {
+        "models": {
+            "sparse_structure_decoder": "microsoft/TRELLIS-image-large/ckpts/ss_dec_conv3d_16l8_fp16",
+            "sparse_structure_flow_model": "ckpts/ss_flow_img_dit_1_3B_64_bf16",
+            "shape_slat_decoder": "ckpts/shape_dec_next_dc_f16c32_fp16",
+            "shape_slat_flow_model_512": "ckpts/slat_flow_img2shape_dit_1_3B_512_bf16",
+            "shape_slat_flow_model_1024": "ckpts/slat_flow_img2shape_dit_1_3B_1024_bf16",
+            "tex_slat_decoder": "ckpts/tex_dec_next_dc_f16c32_fp16",
+            "tex_slat_flow_model_512": "ckpts/slat_flow_imgshape2tex_dit_1_3B_512_bf16",
+            "tex_slat_flow_model_1024": "ckpts/slat_flow_imgshape2tex_dit_1_3B_1024_bf16"
+        },
+        "sparse_structure_sampler": {
+            "name": "FlowEulerGuidanceIntervalSampler",
+            "args": {
+                "sigma_min": 1e-5
+            },
+            "params": {
+                "steps": 12,
+                "guidance_strength": 7.5,
+                "guidance_rescale": 0.7,
+                "guidance_interval": [0.6, 1.0],
+                "rescale_t": 5.0
+            }
+        },
+        "shape_slat_sampler": {
+            "name": "FlowEulerGuidanceIntervalSampler",
+            "args": {
+                "sigma_min": 1e-5
+            },
+            "params": {
+                "steps": 12,
+                "guidance_strength": 7.5,
+                "guidance_rescale": 0.5,
+                "guidance_interval": [0.6, 1.0],
+                "rescale_t": 3.0
+            }
+        },
+        "shape_slat_normalization": {
+            "mean": [
+                0.781296, 0.018091, -0.495192, -0.558457, 1.060530, 0.093252, 1.518149, -0.933218,
+                -0.732996, 2.604095, -0.118341, -2.143904, 0.495076, -2.179512, -2.130751, -0.996944,
+                0.261421, -2.217463, 1.260067, -0.150213, 3.790713, 1.481266, -1.046058, -1.523667,
+                -0.059621, 2.220780, 1.621212, 0.877230, 0.567247, -3.175944, -3.186688, 1.578665
+            ],
+            "std": [
+                5.972266, 4.706852, 5.445010, 5.209927, 5.320220, 4.547237, 5.020802, 5.444004,
+                5.226681, 5.683095, 4.831436, 5.286469, 5.652043, 5.367606, 5.525084, 4.730578,
+                4.805265, 5.124013, 5.530808, 5.619001, 5.103930, 5.417670, 5.269677, 5.547194,
+                5.634698, 5.235274, 6.110351, 5.511298, 6.237273, 4.879207, 5.347008, 5.405691
+            ]
+        },
+        "tex_slat_sampler": {
+            "name": "FlowEulerGuidanceIntervalSampler",
+            "args": {
+                "sigma_min": 1e-5
+            },
+            "params": {
+                "steps": 12,
+                "guidance_strength": 1.0,
+                "guidance_rescale": 0.0,
+                "guidance_interval": [0.6, 0.9],
+                "rescale_t": 3.0
+            }
+        },
+        "tex_slat_normalization": {
+            "mean": [
+                3.501659, 2.212398, 2.226094, 0.251093, -0.026248, -0.687364, 0.439898, -0.928075,
+                0.029398, -0.339596, -0.869527, 1.038479, -0.972385, 0.126042, -1.129303, 0.455149,
+                -1.209521, 2.069067, 0.544735, 2.569128, -0.323407, 2.293000, -1.925608, -1.217717,
+                1.213905, 0.971588, -0.023631, 0.106750, 2.021786, 0.250524, -0.662387, -0.768862
+            ],
+            "std": [
+                2.665652, 2.743913, 2.765121, 2.595319, 3.037293, 2.291316, 2.144656, 2.911822,
+                2.969419, 2.501689, 2.154811, 3.163343, 2.621215, 2.381943, 3.186697, 3.021588,
+                2.295916, 3.234985, 3.233086, 2.260140, 2.874801, 2.810596, 3.292720, 2.674999,
+                2.680878, 2.372054, 2.451546, 2.353556, 2.995195, 2.379849, 2.786195, 2.775190
+            ]
+        },
+        "image_cond_model": {
+            "name": "DinoV3FeatureExtractor",
+            "args": {
+                "model_name": "facebook/dinov3-vitl16-pretrain-lvd1689m"
+            }
+        },
+        "rembg_model": {
+            "name": "BiRefNet",
+            "args": {
+                "model_name": "briaai/RMBG-2.0"
+            }
+        },
+        "default_pipeline_type": "1024_cascade"
+    }
+}

refiner/ss_flow_img_dit_1_3B_64_bf16.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca01377c485bec418076d38ee80166d32dc776d744f2553b835cba1e97a7abf6
+size 2584426920

refiner/ss_flow_img_dit_1_3B_64_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77fe692f2361b82dadcdad202b41118ba5cee18dbd7b4b44900e15bb01f0d88e
+size 1425960128

refiner/ss_flow_img_dit_1_3B_64_bf16_fp8.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3578716f93ebc5f235b44cafe705822ad2d1d3f47092b39b183b31beb4a5205f
+size 1292308272

shape/slat_flow_img2shape_dit_1_3B_1024_bf16.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07cd0596f634c5adc1890023d16023afc5eed02fb84b22bb23aff5bf0030fbbd
+size 2584574424

shape/slat_flow_img2shape_dit_1_3B_1024_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e93d61b657aa2e33c259ec519f993be9d37297499875b78c137c7b954074fa3
+size 1426255136

shape/slat_flow_img2shape_dit_1_3B_512_bf16.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec5e0917ef9b7e25ad51dffc7d19687a42019871f94239f2fa7f86264c55b70f
+size 2584574424

shape/slat_flow_img2shape_dit_1_3B_512_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4ff432308ef886927b54ad2a42b61126e804f2dd9f3bfa2dfba5a43dc9569db
+size 1426255136

shape/slat_flow_img2shape_dit_1_3B_512_bf16_fp8.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f157ebd962832f331a2eedfa838e0766ac85d9a8e28c345cec7681422da81175
+size 1292382024

test/slat_flow_img2shape_dit_1_3B_1024_bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64274362c67443f989690a304db530d8a8476c30d573b1f063a1f9e5c2350778
+size 2620648736

test/slat_flow_img2shape_dit_1_3B_512_bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6860ff4933f5e166e5433afa3c65d023db83a59fb58eb9e07161e0ad5820497f
+size 2620648736

test/slat_flow_imgshape2tex_dit_1_3B_1024_bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3aefbb8dc2daeb741b036455d5c13fd24b85f53245f254b96d69301beff955a
+size 2620845344

test/slat_flow_imgshape2tex_dit_1_3B_512_bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9be44eef3c03543148d3f4ec67fd90f9b004a96696ea961470c393048a1ae895
+size 2620845344

test/slat_flow_imgshape2tex_dit_1_3B_512_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8550126d3fc851ca3cbde4bc02aeac0fcf70517beef26573ee8c3b3e3ad36f8
+size 1426451744

test/ss_flow_img_dit_1_3B_64_bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b43085b486b7625f479ca0798f9950a47cd57366bd5c0dd87e4ccd412a52591d
+size 2620353728

test/trellis_ss_bf16.json

@@ -0,0 +1,19 @@
+{
+    "name": "SparseStructureFlowModel",
+    "args": {
+        "resolution": 16,
+        "in_channels": 8,
+        "out_channels": 8,
+        "model_channels": 1536,
+        "cond_channels": 1024,
+        "num_blocks": 30,
+        "num_heads": 12,
+        "mlp_ratio": 5.3334,
+        "pe_mode": "rope",
+        "share_mod": true,
+        "initialization": "scaled",
+        "qk_rms_norm": true,
+        "qk_rms_norm_cross": true,
+        "dtype": "bfloat16"
+    }
+}

texture/slat_flow_imgshape2tex_dit_1_3B_1024_bf16.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:580401269059a339b8318ab9ced459a13ba63391721c83a6c383198c29e77686
+size 2584672728

texture/slat_flow_imgshape2tex_dit_1_3B_1024_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9534022bef479385757b060509260f8583a468a0bdb943ac10deb87984f2c582
+size 1426451744

texture/slat_flow_imgshape2tex_dit_1_3B_512_bf16.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8371aa1c5d13be79dcd5ddfd2cf3835e902e204dc34427169a1c702828e1a94d
+size 2584672728

texture/slat_flow_imgshape2tex_dit_1_3B_512_bf16_Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed803025b96c609db6dbbf65ab3cc676d3fedab3cdc6231e67a3e085e5f421f0
+size 1426451744

texturing_pipeline.json

@@ -0,0 +1,64 @@
+{
+    "name": "Trellis2TexturingPipeline",
+    "args": {
+        "models": {
+            "shape_slat_encoder": "ckpts/shape_enc_next_dc_f16c32_fp16",
+            "tex_slat_decoder": "ckpts/tex_dec_next_dc_f16c32_fp16",
+            "tex_slat_flow_model_512": "ckpts/slat_flow_imgshape2tex_dit_1_3B_512_bf16",
+            "tex_slat_flow_model_1024": "ckpts/slat_flow_imgshape2tex_dit_1_3B_1024_bf16"
+        },
+        "shape_slat_normalization": {
+            "mean": [
+                0.781296, 0.018091, -0.495192, -0.558457, 1.060530, 0.093252, 1.518149, -0.933218,
+                -0.732996, 2.604095, -0.118341, -2.143904, 0.495076, -2.179512, -2.130751, -0.996944,
+                0.261421, -2.217463, 1.260067, -0.150213, 3.790713, 1.481266, -1.046058, -1.523667,
+                -0.059621, 2.220780, 1.621212, 0.877230, 0.567247, -3.175944, -3.186688, 1.578665
+            ],
+            "std": [
+                5.972266, 4.706852, 5.445010, 5.209927, 5.320220, 4.547237, 5.020802, 5.444004,
+                5.226681, 5.683095, 4.831436, 5.286469, 5.652043, 5.367606, 5.525084, 4.730578,
+                4.805265, 5.124013, 5.530808, 5.619001, 5.103930, 5.417670, 5.269677, 5.547194,
+                5.634698, 5.235274, 6.110351, 5.511298, 6.237273, 4.879207, 5.347008, 5.405691
+            ]
+        },
+        "tex_slat_sampler": {
+            "name": "FlowEulerGuidanceIntervalSampler",
+            "args": {
+                "sigma_min": 1e-5
+            },
+            "params": {
+                "steps": 12,
+                "guidance_strength": 1.0,
+                "guidance_rescale": 0.0,
+                "guidance_interval": [0.6, 0.9],
+                "rescale_t": 3.0
+            }
+        },
+        "tex_slat_normalization": {
+            "mean": [
+                3.501659, 2.212398, 2.226094, 0.251093, -0.026248, -0.687364, 0.439898, -0.928075,
+                0.029398, -0.339596, -0.869527, 1.038479, -0.972385, 0.126042, -1.129303, 0.455149,
+                -1.209521, 2.069067, 0.544735, 2.569128, -0.323407, 2.293000, -1.925608, -1.217717,
+                1.213905, 0.971588, -0.023631, 0.106750, 2.021786, 0.250524, -0.662387, -0.768862
+            ],
+            "std": [
+                2.665652, 2.743913, 2.765121, 2.595319, 3.037293, 2.291316, 2.144656, 2.911822,
+                2.969419, 2.501689, 2.154811, 3.163343, 2.621215, 2.381943, 3.186697, 3.021588,
+                2.295916, 3.234985, 3.233086, 2.260140, 2.874801, 2.810596, 3.292720, 2.674999,
+                2.680878, 2.372054, 2.451546, 2.353556, 2.995195, 2.379849, 2.786195, 2.775190
+            ]
+        },
+        "image_cond_model": {
+            "name": "DinoV3FeatureExtractor",
+            "args": {
+                "model_name": "facebook/dinov3-vitl16-pretrain-lvd1689m"
+            }
+        },
+        "rembg_model": {
+            "name": "BiRefNet",
+            "args": {
+                "model_name": "briaai/RMBG-2.0"
+            }
+        }
+    }
+}