Text-to-Image
Diffusers
Safetensors
QwenImage21Pipeline
qwen-image
qwen-image-2.1
nf4
bitsandbytes
lora-training
image-editing
Instructions to use AcademiaSD/Qwen-Image-2.1-NF4-for-LoRA-Training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use AcademiaSD/Qwen-Image-2.1-NF4-for-LoRA-Training with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("AcademiaSD/Qwen-Image-2.1-NF4-for-LoRA-Training", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
Upload 3 files
Browse files
text_encoder_NF4/config.json
ADDED
|
@@ -0,0 +1,84 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen3VLForConditionalGeneration"
|
| 4 |
+
],
|
| 5 |
+
"dtype": "bfloat16",
|
| 6 |
+
"image_token_id": 151655,
|
| 7 |
+
"model_type": "qwen3_vl",
|
| 8 |
+
"quantization_config": {
|
| 9 |
+
"_load_in_4bit": true,
|
| 10 |
+
"_load_in_8bit": false,
|
| 11 |
+
"bnb_4bit_compute_dtype": "bfloat16",
|
| 12 |
+
"bnb_4bit_quant_storage": "uint8",
|
| 13 |
+
"bnb_4bit_quant_type": "nf4",
|
| 14 |
+
"bnb_4bit_use_double_quant": true,
|
| 15 |
+
"llm_int8_enable_fp32_cpu_offload": false,
|
| 16 |
+
"llm_int8_has_fp16_weight": false,
|
| 17 |
+
"llm_int8_skip_modules": [],
|
| 18 |
+
"llm_int8_threshold": 6.0,
|
| 19 |
+
"load_in_4bit": true,
|
| 20 |
+
"load_in_8bit": false,
|
| 21 |
+
"quant_method": "bitsandbytes"
|
| 22 |
+
},
|
| 23 |
+
"text_config": {
|
| 24 |
+
"attention_bias": false,
|
| 25 |
+
"attention_dropout": 0.0,
|
| 26 |
+
"bos_token_id": 151643,
|
| 27 |
+
"dtype": "bfloat16",
|
| 28 |
+
"eos_token_id": 151645,
|
| 29 |
+
"head_dim": 128,
|
| 30 |
+
"hidden_act": "silu",
|
| 31 |
+
"hidden_size": 4096,
|
| 32 |
+
"initializer_range": 0.02,
|
| 33 |
+
"intermediate_size": 12288,
|
| 34 |
+
"max_position_embeddings": 262144,
|
| 35 |
+
"model_type": "qwen3_vl_text",
|
| 36 |
+
"num_attention_heads": 32,
|
| 37 |
+
"num_hidden_layers": 36,
|
| 38 |
+
"num_key_value_heads": 8,
|
| 39 |
+
"pad_token_id": null,
|
| 40 |
+
"rms_norm_eps": 1e-06,
|
| 41 |
+
"rope_parameters": {
|
| 42 |
+
"mrope_interleaved": true,
|
| 43 |
+
"mrope_section": [
|
| 44 |
+
24,
|
| 45 |
+
20,
|
| 46 |
+
20
|
| 47 |
+
],
|
| 48 |
+
"rope_theta": 5000000,
|
| 49 |
+
"rope_type": "default"
|
| 50 |
+
},
|
| 51 |
+
"use_cache": true,
|
| 52 |
+
"vocab_size": 151936
|
| 53 |
+
},
|
| 54 |
+
"tie_word_embeddings": false,
|
| 55 |
+
"transformers_version": "5.17.0",
|
| 56 |
+
"video_token_id": 151656,
|
| 57 |
+
"vision_config": {
|
| 58 |
+
"deepstack_visual_indexes": [
|
| 59 |
+
8,
|
| 60 |
+
16,
|
| 61 |
+
24
|
| 62 |
+
],
|
| 63 |
+
"depth": 27,
|
| 64 |
+
"dtype": "bfloat16",
|
| 65 |
+
"hidden_act": "gelu_pytorch_tanh",
|
| 66 |
+
"hidden_size": 1152,
|
| 67 |
+
"in_channels": 3,
|
| 68 |
+
"initializer_range": 0.02,
|
| 69 |
+
"intermediate_size": 4304,
|
| 70 |
+
"model_type": "qwen3_vl_vision",
|
| 71 |
+
"num_heads": 16,
|
| 72 |
+
"num_position_embeddings": 2304,
|
| 73 |
+
"out_hidden_size": 4096,
|
| 74 |
+
"patch_size": 16,
|
| 75 |
+
"rope_parameters": {
|
| 76 |
+
"rope_theta": 10000.0,
|
| 77 |
+
"rope_type": "axial"
|
| 78 |
+
},
|
| 79 |
+
"spatial_merge_size": 2,
|
| 80 |
+
"temporal_patch_size": 2
|
| 81 |
+
},
|
| 82 |
+
"vision_end_token_id": 151653,
|
| 83 |
+
"vision_start_token_id": 151652
|
| 84 |
+
}
|
text_encoder_NF4/generation_config.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 151643,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
151645,
|
| 6 |
+
151643
|
| 7 |
+
],
|
| 8 |
+
"pad_token_id": 151643,
|
| 9 |
+
"temperature": 0.7,
|
| 10 |
+
"top_k": 20,
|
| 11 |
+
"top_p": 0.8,
|
| 12 |
+
"transformers_version": "5.17.0"
|
| 13 |
+
}
|
text_encoder_NF4/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d1ee50a14218e1d9a2bb14b1fe0a75a71510c2ee38edc99f0e1a66ad1b9a40e
|
| 3 |
+
size 5454816687
|