From b8bf6476cdb516b36d7da0e81a75d915b124b466 Mon Sep 17 00:00:00 2001
From: Haoming <hmstudy02@gmail.com>
Date: Sat, 6 Jun 2026 19:56:10 +0800
Subject: [PATCH] Ctrl + C ; Ctrl + V

(Neta-Lumina)
---
 .../huggingface/nvidia/PiD/model_index.json   |   25 +
 .../PiD/scheduler/scheduler_config.json       |   16 +
 .../nvidia/PiD/text_encoder/config.json       |   33 +
 .../PiD/tokenizer/special_tokens_map.json     |   34 +
 .../PiD/tokenizer/tokenizer_config.json       | 2012 +++++++++++++++++
 .../nvidia/PiD/transformer/config.json        |   28 +
 .../huggingface/nvidia/PiD/vae/config.json    |   38 +
 7 files changed, 2186 insertions(+)
 create mode 100644 backend/huggingface/nvidia/PiD/model_index.json
 create mode 100644 backend/huggingface/nvidia/PiD/scheduler/scheduler_config.json
 create mode 100644 backend/huggingface/nvidia/PiD/text_encoder/config.json
 create mode 100644 backend/huggingface/nvidia/PiD/tokenizer/special_tokens_map.json
 create mode 100644 backend/huggingface/nvidia/PiD/tokenizer/tokenizer_config.json
 create mode 100644 backend/huggingface/nvidia/PiD/transformer/config.json
 create mode 100644 backend/huggingface/nvidia/PiD/vae/config.json

diff --git a/backend/huggingface/nvidia/PiD/model_index.json b/backend/huggingface/nvidia/PiD/model_index.json
new file mode 100644
index 00000000..636728e6
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/model_index.json
@@ -0,0 +1,25 @@
+{
+  "_class_name": "Lumina2Pipeline",
+  "_diffusers_version": "0.35.0.dev0",
+  "_name_or_path": "neta-lumina-v1.0",
+  "scheduler": [
+    "diffusers",
+    "FlowMatchEulerDiscreteScheduler"
+  ],
+  "text_encoder": [
+    "transformers",
+    "Gemma2Model"
+  ],
+  "tokenizer": [
+    "transformers",
+    "GemmaTokenizerFast"
+  ],
+  "transformer": [
+    "diffusers",
+    "Lumina2Transformer2DModel"
+  ],
+  "vae": [
+    "diffusers",
+    "AutoencoderKL"
+  ]
+}
\ No newline at end of file
diff --git a/backend/huggingface/nvidia/PiD/scheduler/scheduler_config.json b/backend/huggingface/nvidia/PiD/scheduler/scheduler_config.json
new file mode 100644
index 00000000..997da72f
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/scheduler/scheduler_config.json
@@ -0,0 +1,16 @@
+{
+  "_class_name": "FlowMatchEulerDiscreteScheduler",
+  "_diffusers_version": "0.33.0.dev0",
+  "base_image_seq_len": 256,
+  "base_shift": 0.5,
+  "invert_sigmas": false,
+  "max_image_seq_len": 4096,
+  "max_shift": 1.15,
+  "num_train_timesteps": 1000,
+  "shift": 6.0,
+  "shift_terminal": null,
+  "use_beta_sigmas": false,
+  "use_dynamic_shifting": false,
+  "use_exponential_sigmas": false,
+  "use_karras_sigmas": false
+}
diff --git a/backend/huggingface/nvidia/PiD/text_encoder/config.json b/backend/huggingface/nvidia/PiD/text_encoder/config.json
new file mode 100644
index 00000000..db14f6ba
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/text_encoder/config.json
@@ -0,0 +1,33 @@
+{
+  "_name_or_path": "google/gemma-2-2b",
+  "architectures": [
+    "Gemma2Model"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "attn_logit_softcapping": 50.0,
+  "bos_token_id": 2,
+  "cache_implementation": "hybrid",
+  "eos_token_id": 1,
+  "final_logit_softcapping": 30.0,
+  "head_dim": 256,
+  "hidden_act": "gelu_pytorch_tanh",
+  "hidden_activation": "gelu_pytorch_tanh",
+  "hidden_size": 2304,
+  "initializer_range": 0.02,
+  "intermediate_size": 9216,
+  "max_position_embeddings": 8192,
+  "model_type": "gemma2",
+  "num_attention_heads": 8,
+  "num_hidden_layers": 26,
+  "num_key_value_heads": 4,
+  "pad_token_id": 0,
+  "query_pre_attn_scalar": 256,
+  "rms_norm_eps": 1e-06,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.2",
+  "use_cache": true,
+  "vocab_size": 256000
+}
diff --git a/backend/huggingface/nvidia/PiD/tokenizer/special_tokens_map.json b/backend/huggingface/nvidia/PiD/tokenizer/special_tokens_map.json
new file mode 100644
index 00000000..8d6368f7
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/tokenizer/special_tokens_map.json
@@ -0,0 +1,34 @@
+{
+  "additional_special_tokens": [
+    "<start_of_turn>",
+    "<end_of_turn>"
+  ],
+  "bos_token": {
+    "content": "<bos>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<eos>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<pad>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}
diff --git a/backend/huggingface/nvidia/PiD/tokenizer/tokenizer_config.json b/backend/huggingface/nvidia/PiD/tokenizer/tokenizer_config.json
new file mode 100644
index 00000000..2357fc1a
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/tokenizer/tokenizer_config.json
@@ -0,0 +1,2012 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<pad>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<eos>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<bos>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
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+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "4": {
+      "content": "<mask>",
+      "lstrip": false,
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+      "single_word": false,
+      "special": false
+    },
+    "5": {
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+    "6": {
+      "content": "[@BOS@]",
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diff --git a/backend/huggingface/nvidia/PiD/transformer/config.json b/backend/huggingface/nvidia/PiD/transformer/config.json
new file mode 100644
index 00000000..88e3bacf
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/transformer/config.json
@@ -0,0 +1,28 @@
+{
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+  "_diffusers_version": "0.35.0.dev0",
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+  "num_refiner_layers": 2,
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+  "sample_size": 128,
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+}
diff --git a/backend/huggingface/nvidia/PiD/vae/config.json b/backend/huggingface/nvidia/PiD/vae/config.json
new file mode 100644
index 00000000..9eaa731f
--- /dev/null
+++ b/backend/huggingface/nvidia/PiD/vae/config.json
@@ -0,0 +1,38 @@
+{
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+  "use_quant_conv": false
+}