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Publish verified Version Base v0.2 Claude Alpha39+MultiBench60 99-family Step 500 EMA

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  1. .gitattributes +3 -0
  2. README.md +44 -0
  3. artifact_checksums.sha256 +42 -0
  4. demo.py +37 -0
  5. export_manifest.json +171 -0
  6. model_index.json +26 -0
  7. pipeline.py +27 -0
  8. provenance.json +118 -0
  9. scheduler/scheduler_config.json +18 -0
  10. smoke_512.png +3 -0
  11. smoke_base_512.png +3 -0
  12. text_encoder/config.json +68 -0
  13. text_encoder/generation_config.json +6 -0
  14. text_encoder/model-00001-of-00009.safetensors +3 -0
  15. text_encoder/model-00002-of-00009.safetensors +3 -0
  16. text_encoder/model-00003-of-00009.safetensors +3 -0
  17. text_encoder/model-00004-of-00009.safetensors +3 -0
  18. text_encoder/model-00005-of-00009.safetensors +3 -0
  19. text_encoder/model-00006-of-00009.safetensors +3 -0
  20. text_encoder/model-00007-of-00009.safetensors +3 -0
  21. text_encoder/model-00008-of-00009.safetensors +3 -0
  22. text_encoder/model-00009-of-00009.safetensors +3 -0
  23. text_encoder/model.safetensors.index.json +406 -0
  24. tokenizer/added_tokens.json +28 -0
  25. tokenizer/chat_template.jinja +89 -0
  26. tokenizer/merges.txt +0 -0
  27. tokenizer/special_tokens_map.json +31 -0
  28. tokenizer/tokenizer.json +3 -0
  29. tokenizer/tokenizer_config.json +239 -0
  30. tokenizer/vocab.json +0 -0
  31. transformer/config.json +24 -0
  32. transformer/diffusion_pytorch_model-00001-of-00009.safetensors +3 -0
  33. transformer/diffusion_pytorch_model-00002-of-00009.safetensors +3 -0
  34. transformer/diffusion_pytorch_model-00003-of-00009.safetensors +3 -0
  35. transformer/diffusion_pytorch_model-00004-of-00009.safetensors +3 -0
  36. transformer/diffusion_pytorch_model-00005-of-00009.safetensors +3 -0
  37. transformer/diffusion_pytorch_model-00006-of-00009.safetensors +3 -0
  38. transformer/diffusion_pytorch_model-00007-of-00009.safetensors +3 -0
  39. transformer/diffusion_pytorch_model-00008-of-00009.safetensors +3 -0
  40. transformer/diffusion_pytorch_model-00009-of-00009.safetensors +3 -0
  41. transformer/diffusion_pytorch_model.safetensors.index.json +176 -0
  42. vae/config.json +41 -0
  43. vae/diffusion_pytorch_model.safetensors +3 -0
  44. verification.json +187 -0
.gitattributes CHANGED
@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ smoke_512.png filter=lfs diff=lfs merge=lfs -text
37
+ smoke_base_512.png filter=lfs diff=lfs merge=lfs -text
38
+ tokenizer/tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
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+ license: apache-2.0
3
+ base_model: black-forest-labs/FLUX.2-klein-base-4B
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+ library_name: diffusers
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+ pipeline_tag: text-to-image
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+ tags:
7
+ - flux2
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+ - reinforcement-learning
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+ ---
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+
11
+ # Version Base v0.2 Claude Alpha39+MultiBench60 99-Family, Step 500 EMA
12
+
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+ Complete native BF16 `diffusers.Flux2KleinPipeline`. Trained EMA LoRA weights
14
+ (rank 32, alpha 64) are merged into the transformer. No FAR or PEFT runtime
15
+ is needed for inference.
16
+
17
+ This is the 99-family Version Base v0.2 Claude Alpha39+MultiBench60 curriculum experiment, not the static
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+ AlphaGRPO baseline. Training: 512px, 20 rollout steps, CFG 4, 16 prompts per
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+ iteration, group size 14. `100pct` denotes a target, not a verified
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+ 100% online-authored fraction.
21
+
22
+ Source run: `vb-v02-claude-isolated-lifecycle-20260913`. W&B run: `945793c83734bed2c33a7aaa2b8b32be`.
23
+ Exact experiment, source checkpoint hash, source revision, configuration hash
24
+ and the complete family list are recorded in `provenance.json` and
25
+ `export_manifest.json`.
26
+
27
+ `verification.json` records strict offline reloading, nonzero parameter
28
+ differences from Base before and after serialization, and same-seed
29
+ 512px/20-step image differences from Base. These checks validate the export;
30
+ they are not benchmark results or evidence of quality improvement.
31
+
32
+ ```python
33
+ import torch
34
+ from diffusers import Flux2KleinPipeline
35
+
36
+ pipe = Flux2KleinPipeline.from_pretrained(
37
+ "kimi000/opal-field-58", torch_dtype=torch.bfloat16
38
+ ).to("cuda")
39
+ image = pipe(
40
+ prompt="A red ceramic teapot beside two blue cups on a wooden table.",
41
+ height=512, width=512, num_inference_steps=20, guidance_scale=4.0,
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+ generator=torch.Generator("cuda").manual_seed(0),
43
+ ).images[0]
44
+ ```
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+ 6e0cf32396382f34dab2345de02028cb9d3cdfd5d0e3bca65bab448acd7a8bc6 demo.py
3
+ 7ad1426f047ee77702a3eb19ec0723a02373481c56f62fe0e2fd880a13fdf707 export_manifest.json
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+ 081a213258001d7eb80f2166efc2e55caa40a4d9c5bb1ca7adcb642c6b695e28 model_index.json
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+ 41bc00fbd6370b7c2341c0e2de7efc17a9b4d63dcfb48fcab82b665bfd2aa17f pipeline.py
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+ 96d8446fe50f577dee5662f2436a9ce088e22714a6f1cf0cb63f47fd42c726a9 provenance.json
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+ 1b105dfb2b62c027cfdf3906d05c9712e4cd3f3f33e8df5e5c1f726255a992ef scheduler/scheduler_config.json
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+ e88ef4e7c7f013cb6b37e53d2e55eecf2db80550bb81e91b61009e9a08890876 smoke_512.png
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+ be979e4ed4cd4b407247b2c5019fd71c3b732984a92c0df0b176027abc7c3f01 smoke_base_512.png
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+ bd0d45ac9fa17c4a7d97e67537f90169325004fda58ae219eef89a7e7ce565a8 text_encoder/config.json
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+ 408371fa2b28ab6f4515fa57b91756037f82922ac00fed4ac545ff0d8dfa356c text_encoder/generation_config.json
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+ 969d70f61b9fcbd22ff93ed75dfa653115b78c36c293e85bdde85e2a30b856fe text_encoder/model-00004-of-00009.safetensors
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+ 3b124ab247c998e318620edf110a2b49f7289b4c344b56398f177cc16987a254 text_encoder/model-00006-of-00009.safetensors
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+ 04a7a53a1c3a36aa6422ecd624d6b34b02c1cb27477c2ca66945aa6895ecdbd1 text_encoder/model-00007-of-00009.safetensors
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+ 2a0e1f11748d3be73963261f19d368c7ca07c4d3392d2484122cb2e41e585ab7 text_encoder/model-00008-of-00009.safetensors
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+ 3413d0b85ca60ad69d033c826ddc12e185515a6e0783c83df0dfba9c3b0d657e text_encoder/model.safetensors.index.json
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+ c0284b582e14987fbd3d5a2cb2bd139084371ed9acbae488829a1c900833c680 tokenizer/added_tokens.json
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+ a55ee1b1660128b7098723e0abcd92caa0788061051c62d51cbe87d9cf1974d8 tokenizer/chat_template.jinja
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+ 8831e4f1a044471340f7c0a83d7bd71306a5b867e95fd870f74d0c5308a904d5 tokenizer/merges.txt
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+ 76862e765266b85aa9459767e33cbaf13970f327a0e88d1c65846c2ddd3a1ecd tokenizer/special_tokens_map.json
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+ 443bfa629eb16387a12edbf92a76f6a6f10b2af3b53d87ba1550adfcf45f7fa0 tokenizer/tokenizer_config.json
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+ ca10d7e9fb3ed18575dd1e277a2579c16d108e32f27439684afa0e10b1440910 tokenizer/vocab.json
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+ d64c6967304584219747d260e3b7cd48ee7d890221929333af89b72755225083 transformer/config.json
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+ 0e028fb8b7c5f7d56e9e6881e1f6acf937ab7fd0e4e01e8f26d323cb126ae52e transformer/diffusion_pytorch_model-00002-of-00009.safetensors
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+ 91c6faf30c29cb7eca872f5e34757f87c6d64a4763256eae3d3c9a983c1187f4 transformer/diffusion_pytorch_model-00003-of-00009.safetensors
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+ bfe966ec1ffcc1833f8e1c8242abe6339fef18e6173f9053e85e549f77b7dd6e transformer/diffusion_pytorch_model-00004-of-00009.safetensors
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+ bf20c8d5e911e59d2b3530d55e20e23f8f8bde553a34e70b68a68bf1cdbfd456 transformer/diffusion_pytorch_model-00005-of-00009.safetensors
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+ f6001c6c4ca57b55b065c2e3fab4faea4cbfa9714074358db8abb39f43870a4e transformer/diffusion_pytorch_model-00006-of-00009.safetensors
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+ d2c14639dac83383458062ee0b2deba19396ec9032d758f95118c56c8da86c92 transformer/diffusion_pytorch_model-00007-of-00009.safetensors
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+ 772deb0fcad2ae5eb0d65efe55fac72708f4c4ae0e454113f8749c2b5d263a94 transformer/diffusion_pytorch_model-00008-of-00009.safetensors
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+ 392c55726afb7db6643737d0dc63119068e86187550d4c34bc18e0fe8378732e transformer/diffusion_pytorch_model-00009-of-00009.safetensors
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+ f2964d3cce66b54f2f1d82dcb6a7e097ed5ff9ab4aa523c89fb74b0571d38f04 transformer/diffusion_pytorch_model.safetensors.index.json
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+ 5f8977a26e41a12def7c5400938dc238746e7c48848930488578e37fa5d4bf9f vae/config.json
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+ ca70d2202afe6415bdbcb8793ba8cd99fd159cfe6192381504d6c4d3036e0f04 vae/diffusion_pytorch_model.safetensors
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+ bc8ab4ae6ca73c045ae0ec954388ccf77b734de9ab5ecdb7db2eb958f54bda2f verification.json
demo.py ADDED
@@ -0,0 +1,37 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ #!/usr/bin/env python3
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+ from __future__ import annotations
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+
4
+ import argparse
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+ from pathlib import Path
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+
7
+ from pipeline import generate, load_pipeline
8
+
9
+
10
+ def main():
11
+ parser = argparse.ArgumentParser()
12
+ parser.add_argument("--model", default=str(Path(__file__).resolve().parent))
13
+ parser.add_argument("--prompt", required=True)
14
+ parser.add_argument("--output", default="output.png")
15
+ parser.add_argument("--height", type=int, default=512)
16
+ parser.add_argument("--width", type=int, default=512)
17
+ parser.add_argument("--steps", type=int, default=20)
18
+ parser.add_argument("--cfg", type=float, default=4.0)
19
+ parser.add_argument("--seed", type=int, default=0)
20
+ args = parser.parse_args()
21
+
22
+ pipe = load_pipeline(args.model)
23
+ image = generate(
24
+ pipe,
25
+ args.prompt,
26
+ height=args.height,
27
+ width=args.width,
28
+ steps=args.steps,
29
+ cfg=args.cfg,
30
+ seed=args.seed,
31
+ )
32
+ image.save(args.output)
33
+ print(args.output)
34
+
35
+
36
+ if __name__ == "__main__":
37
+ main()
export_manifest.json ADDED
@@ -0,0 +1,171 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "base_model": "/lustre/fsw/portfolios/nvr/projects/nvr_elm_llm/users/hcai/workspace/code/.cache/huggingface/hub/models--black-forest-labs--FLUX.2-klein-base-4B/snapshots/a3b4f4849157f664bdbc776fd7453c2783562f4d",
3
+ "checkpoint": "/lustre/fsw/portfolios/nvr/projects/nvr_elm_llm/users/hcai/workspace/code/junyiwu/FAR-RL-agentic-online-prompt-curriculum-clean/experiments/flux2_klein_base_4b_diffusionnft_dvreward_version_base_v0_2_alpha39_multibench60_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_claude_cw_1005iter/runs/vb-v02-claude-isolated-lifecycle-20260913/code/experiments/flux2_klein_base_4b_diffusionnft_dvreward_version_base_v0_2_alpha39_multibench60_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_claude_cw_1005iter/models/step_500.pt",
4
+ "checkpoint_sha256": "f9b92482b381a7384cf564be29d3ebf5ffa0edded26dc8d3afc5c0711f19e5c4",
5
+ "diffusers_version": "0.39.0.dev0",
6
+ "dtype": "bfloat16",
7
+ "format": "diffusers-flux2-klein-pipeline",
8
+ "global_step": 500,
9
+ "lora_alpha": 64.0,
10
+ "lora_merge": {
11
+ "adapter_names": [
12
+ "default"
13
+ ],
14
+ "changed_element_count": 2458513704,
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+ "changed_tensor_count": 60,
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+ "lora_pair_count": 60,
17
+ "max_abs_delta": 0.009765625
18
+ },
19
+ "lora_rank": 32,
20
+ "native_pipeline_class": "diffusers.Flux2KleinPipeline",
21
+ "native_transformer_class": "diffusers.Flux2Transformer2DModel",
22
+ "parameters": 3875544576,
23
+ "scheduler": {
24
+ "num_train_timesteps": 1000,
25
+ "stochastic_sampling": false,
26
+ "use_dynamic_shifting": true
27
+ },
28
+ "source_experiment": "flux2_klein_base_4b_diffusionnft_dvreward_version_base_v0_2_alpha39_multibench60_100pct_16prompts_group14_7train_1dvreward_tp1_2node_512px_20step_cfg4_claude_cw_1005iter",
29
+ "source_revision": "967ee9cb06513ce6c4ed1386e9fe3b274945e891",
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+ "stripped_training_state_keys": [
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+ "_diffusionnft_old_policy_0000",
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+ "_diffusionnft_old_policy_0001",
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+ "_diffusionnft_old_policy_0002",
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+ "_diffusionnft_old_policy_0003",
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+ "_diffusionnft_old_policy_0005",
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+ "_diffusionnft_old_policy_0008",
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+ """Inference helpers for the native Diffusers FLUX.2 Klein pipeline."""
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+
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+ }
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+ }
tokenizer/added_tokens.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "</think>": 151668,
3
+ "</tool_call>": 151658,
4
+ "</tool_response>": 151666,
5
+ "<think>": 151667,
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+ "<tool_call>": 151657,
7
+ "<tool_response>": 151665,
8
+ "<|box_end|>": 151649,
9
+ "<|box_start|>": 151648,
10
+ "<|endoftext|>": 151643,
11
+ "<|file_sep|>": 151664,
12
+ "<|fim_middle|>": 151660,
13
+ "<|fim_pad|>": 151662,
14
+ "<|fim_prefix|>": 151659,
15
+ "<|fim_suffix|>": 151661,
16
+ "<|im_end|>": 151645,
17
+ "<|im_start|>": 151644,
18
+ "<|image_pad|>": 151655,
19
+ "<|object_ref_end|>": 151647,
20
+ "<|object_ref_start|>": 151646,
21
+ "<|quad_end|>": 151651,
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+ "<|quad_start|>": 151650,
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+ "<|repo_name|>": 151663,
24
+ "<|video_pad|>": 151656,
25
+ "<|vision_end|>": 151653,
26
+ "<|vision_pad|>": 151654,
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+ "<|vision_start|>": 151652
28
+ }
tokenizer/chat_template.jinja ADDED
@@ -0,0 +1,89 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {%- if tools %}
2
+ {{- '<|im_start|>system\n' }}
3
+ {%- if messages[0].role == 'system' %}
4
+ {{- messages[0].content + '\n\n' }}
5
+ {%- endif %}
6
+ {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
7
+ {%- for tool in tools %}
8
+ {{- "\n" }}
9
+ {{- tool | tojson }}
10
+ {%- endfor %}
11
+ {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
12
+ {%- else %}
13
+ {%- if messages[0].role == 'system' %}
14
+ {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }}
15
+ {%- endif %}
16
+ {%- endif %}
17
+ {%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}
18
+ {%- for message in messages[::-1] %}
19
+ {%- set index = (messages|length - 1) - loop.index0 %}
20
+ {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}
21
+ {%- set ns.multi_step_tool = false %}
22
+ {%- set ns.last_query_index = index %}
23
+ {%- endif %}
24
+ {%- endfor %}
25
+ {%- for message in messages %}
26
+ {%- if message.content is string %}
27
+ {%- set content = message.content %}
28
+ {%- else %}
29
+ {%- set content = '' %}
30
+ {%- endif %}
31
+ {%- if (message.role == "user") or (message.role == "system" and not loop.first) %}
32
+ {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }}
33
+ {%- elif message.role == "assistant" %}
34
+ {%- set reasoning_content = '' %}
35
+ {%- if message.reasoning_content is string %}
36
+ {%- set reasoning_content = message.reasoning_content %}
37
+ {%- else %}
38
+ {%- if '</think>' in content %}
39
+ {%- set reasoning_content = content.split('</think>')[0].rstrip('\n').split('<think>')[-1].lstrip('\n') %}
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