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Klein-9B-Series

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1 Parent(s): b457eec

Rename base-model dirs (50x-below/50x-above); HF-adapted README + base_model

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Files changed (32) hide show
  1. .gitattributes +53 -13
  2. README.md +13 -11
  3. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/model_index.json +0 -0
  4. {klein-9b-series-50x-base-model → klein-9b-series-50x-above-base-model}/quantfunc_config.json +0 -0
  5. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/scheduler/scheduler_config.json +0 -0
  6. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/text_encoder/config.json +0 -0
  7. {klein-9b-series-50x-base-model → klein-9b-series-50x-above-base-model}/text_encoder/model.safetensors +0 -0
  8. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/added_tokens.json +0 -0
  9. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/chat_template.jinja +0 -0
  10. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/merges.txt +0 -0
  11. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/special_tokens_map.json +0 -0
  12. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/tokenizer.json +0 -0
  13. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/tokenizer_config.json +0 -0
  14. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/tokenizer/vocab.json +0 -0
  15. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/transformer/config.json +0 -0
  16. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/vae/config.json +0 -0
  17. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/vae/diffusion_pytorch_model.safetensors +0 -0
  18. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/model_index.json +0 -0
  19. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-below-base-model}/quantfunc_config.json +0 -0
  20. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/scheduler/scheduler_config.json +0 -0
  21. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/text_encoder/config.json +0 -0
  22. {klein-9b-series-30x-below-base-model → klein-9b-series-50x-below-base-model}/text_encoder/model.safetensors +0 -0
  23. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/added_tokens.json +0 -0
  24. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/chat_template.jinja +0 -0
  25. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/merges.txt +0 -0
  26. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/special_tokens_map.json +0 -0
  27. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/tokenizer.json +0 -0
  28. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/tokenizer_config.json +0 -0
  29. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/tokenizer/vocab.json +0 -0
  30. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/transformer/config.json +0 -0
  31. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/vae/config.json +0 -0
  32. {klein-9b-series-50x-base-model → klein-9b-series-50x-below-base-model}/vae/diffusion_pytorch_model.safetensors +0 -0
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README.md CHANGED
@@ -1,6 +1,8 @@
1
  ---
 
 
2
  base_model:
3
- - black-forest-labs/FLUX.2-klein
4
  base_model_relation: quantized
5
  license: other
6
  license_name: quantfunc-model-license
@@ -43,9 +45,9 @@ FP4 needs Blackwell (SM120); FP8 needs RTX 40 / Ada and newer (SM89+); INT4/INT8
43
 
44
  | Tier | GPUs | attention + FFN | modulation/embedders/head | base-model |
45
  |------|------|-----------------|---------------------------|-----------|
46
- | **`50x`** | **Blackwell (SM120+)** — RTX 50 series, B100/B200/GB200, RTX PRO Blackwell | **FP4** | **FP8** | `klein-9b-series-50x-base-model` (FP4 text encoder) |
47
- | **`40x`** | **RTX 40 / Ada (SM89)** — RTX 40 series, L40/L40S | **INT4** | **FP8** | `klein-9b-series-30x-below-base-model` (INT4 text encoder) |
48
- | **`30x-below`** | **RTX 30 and below** — RTX 30/20, A100/H100, down to RTX 2080 | **INT4** | **INT8** | `klein-9b-series-30x-below-base-model` (INT4 text encoder) |
49
 
50
  > `40x` and `30x-below` **share** the same INT4 base-model — they differ only in the transformer's 8-bit precision (FP8 vs INT8). `50x` uses the FP4 base-model.
51
 
@@ -53,8 +55,8 @@ FP4 needs Blackwell (SM120); FP8 needs RTX 40 / Ada and newer (SM89+); INT4/INT8
53
 
54
  ```
55
  Klein-9B-Series/
56
- ├── klein-9b-series-50x-base-model/ # FP4 text encoder + VAE(enc+dec) + tokenizer + scheduler (50x)
57
- ├── klein-9b-series-30x-below-base-model/ # INT4 text encoder + VAE(enc+dec) + tokenizer + scheduler (40x & 30x-below)
58
  ├── transformer/
59
  │ ├── config.json
60
  │ ├── klein-9b-50x-lighting.safetensors # distilled, FP4 (50x)
@@ -82,19 +84,19 @@ Klein-9B-Series/
82
 
83
  ```bash
84
  # 50x — Blackwell (RTX 50 / B-series). Distilled, 4-step:
85
- quantfunc --model-dir klein-9b-series-50x-base-model \
86
  --transformer transformer/klein-9b-50x-lighting.safetensors \
87
  --model-backend lighting --auto-optimize --steps 4 \
88
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
89
 
90
  # 40x — RTX 40 / Ada. Base 28-step (classical CFG):
91
- quantfunc --model-dir klein-9b-series-30x-below-base-model \
92
  --transformer transformer/klein-9b-base-40x-lighting.safetensors \
93
  --model-backend lighting --auto-optimize --steps 28 --guidance-scale 4.0 \
94
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
95
 
96
  # 30x-below — RTX 30 and below. Distilled, 4-step:
97
- quantfunc --model-dir klein-9b-series-30x-below-base-model \
98
  --transformer transformer/klein-9b-30x-below-lighting.safetensors \
99
  --model-backend lighting --auto-optimize --steps 4 \
100
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
@@ -114,8 +116,8 @@ These per-layer configs control the Lighting backend's quantization precision
114
 
115
  ## Related Repositories
116
 
117
- - [QuantFunc/Klein-4B-Series](https://modelscope.cn/models/QuantFunc/Klein-4B-Series) — FLUX.2 Klein 4B
118
- - [QuantFunc/Qwen-Image-Series](https://modelscope.cn/models/QuantFunc/Qwen-Image-Series) · [QuantFunc/Qwen-Image-Edit-Series](https://modelscope.cn/models/QuantFunc/Qwen-Image-Edit-Series) · [QuantFunc/Z-Image-Series](https://modelscope.cn/models/QuantFunc/Z-Image-Series)
119
 
120
  ## License
121
 
 
1
  ---
2
+ library_name: diffusers
3
+ pipeline_tag: text-to-image
4
  base_model:
5
+ - black-forest-labs/FLUX.2-klein-9B
6
  base_model_relation: quantized
7
  license: other
8
  license_name: quantfunc-model-license
 
45
 
46
  | Tier | GPUs | attention + FFN | modulation/embedders/head | base-model |
47
  |------|------|-----------------|---------------------------|-----------|
48
+ | **`50x`** | **Blackwell (SM120+)** — RTX 50 series, B100/B200/GB200, RTX PRO Blackwell | **FP4** | **FP8** | `klein-9b-series-50x-above-base-model` (FP4 text encoder) |
49
+ | **`40x`** | **RTX 40 / Ada (SM89)** — RTX 40 series, L40/L40S | **INT4** | **FP8** | `klein-9b-series-50x-below-base-model` (INT4 text encoder) |
50
+ | **`30x-below`** | **RTX 30 and below** — RTX 30/20, A100/H100, down to RTX 2080 | **INT4** | **INT8** | `klein-9b-series-50x-below-base-model` (INT4 text encoder) |
51
 
52
  > `40x` and `30x-below` **share** the same INT4 base-model — they differ only in the transformer's 8-bit precision (FP8 vs INT8). `50x` uses the FP4 base-model.
53
 
 
55
 
56
  ```
57
  Klein-9B-Series/
58
+ ├── klein-9b-series-50x-above-base-model/ # FP4 text encoder + VAE(enc+dec) + tokenizer + scheduler (50x)
59
+ ├── klein-9b-series-50x-below-base-model/ # INT4 text encoder + VAE(enc+dec) + tokenizer + scheduler (40x & 30x-below)
60
  ├── transformer/
61
  │ ├── config.json
62
  │ ├── klein-9b-50x-lighting.safetensors # distilled, FP4 (50x)
 
84
 
85
  ```bash
86
  # 50x — Blackwell (RTX 50 / B-series). Distilled, 4-step:
87
+ quantfunc --model-dir klein-9b-series-50x-above-base-model \
88
  --transformer transformer/klein-9b-50x-lighting.safetensors \
89
  --model-backend lighting --auto-optimize --steps 4 \
90
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
91
 
92
  # 40x — RTX 40 / Ada. Base 28-step (classical CFG):
93
+ quantfunc --model-dir klein-9b-series-50x-below-base-model \
94
  --transformer transformer/klein-9b-base-40x-lighting.safetensors \
95
  --model-backend lighting --auto-optimize --steps 28 --guidance-scale 4.0 \
96
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
97
 
98
  # 30x-below — RTX 30 and below. Distilled, 4-step:
99
+ quantfunc --model-dir klein-9b-series-50x-below-base-model \
100
  --transformer transformer/klein-9b-30x-below-lighting.safetensors \
101
  --model-backend lighting --auto-optimize --steps 4 \
102
  --prompt "a cute cat on a windowsill, watercolor style" --output out.png
 
116
 
117
  ## Related Repositories
118
 
119
+ - [QuantFunc/Klein-4B-Series](https://huggingface.co/QuantFunc/Klein-4B-Series) — FLUX.2 Klein 4B
120
+ - [QuantFunc/Qwen-Image-Series](https://huggingface.co/QuantFunc/Qwen-Image-Series) · [QuantFunc/Qwen-Image-Edit-Series](https://huggingface.co/QuantFunc/Qwen-Image-Edit-Series) · [QuantFunc/Z-Image-Series](https://huggingface.co/QuantFunc/Z-Image-Series)
121
 
122
  ## License
123
 
{klein-9b-series-30x-below-base-model → klein-9b-series-50x-above-base-model}/model_index.json RENAMED
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