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Browse files- .gitattributes +1 -0
- g2_1_oldcode_cm_newcode__edit/500M/README.md +59 -0
- g2_1_oldcode_cm_newcode__edit/500M/all_results.json +8 -0
- g2_1_oldcode_cm_newcode__edit/500M/chat_template.jinja +1 -0
- g2_1_oldcode_cm_newcode__edit/500M/config.json +170 -0
- g2_1_oldcode_cm_newcode__edit/500M/generation_config.json +17 -0
- g2_1_oldcode_cm_newcode__edit/500M/model.safetensors +3 -0
- g2_1_oldcode_cm_newcode__edit/500M/processor_config.json +62 -0
- g2_1_oldcode_cm_newcode__edit/500M/tokenizer.json +3 -0
- g2_1_oldcode_cm_newcode__edit/500M/tokenizer_config.json +56 -0
- g2_1_oldcode_cm_newcode__edit/500M/train_results.json +8 -0
- g2_1_oldcode_cm_newcode__edit/500M/trainer_log.jsonl +52 -0
- g2_1_oldcode_cm_newcode__edit/500M/trainer_state.json +0 -0
- g2_1_oldcode_cm_newcode__edit/500M/training_args.bin +3 -0
- g2_1_oldcode_cm_newcode__edit/500M/training_loss.png +0 -0
.gitattributes
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@@ -59,3 +59,4 @@ g2_1_oldcode_cm_newcode/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode/1000M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode__edit/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode/1000M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode__edit/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode__edit/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_1_oldcode_cm_newcode__edit/500M/README.md
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---
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library_name: transformers
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license: other
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tags:
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- llama-factory
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- full
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- generated_from_trainer
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model-index:
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- name: 500M
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# 500M
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This model is a fine-tuned version of [/lus/flare/projects/MultiModalLLM/model-weights/gemma_base](https://huggingface.co//lus/flare/projects/MultiModalLLM/model-weights/gemma_base) on the rv5_g2_1_oldcode_cm_newcode, the instruct_replay_gemma and the edit_instruct_gemma datasets.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 1
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- eval_batch_size: 8
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 12
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- total_train_batch_size: 12
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- total_eval_batch_size: 96
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- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.95) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: warmup_stable_decay
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- lr_scheduler_warmup_steps: 178
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- training_steps: 5597
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### Training results
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### Framework versions
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- Transformers 5.10.0
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- Pytorch 2.10.0a0+git449b176
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- Datasets 4.5.0
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- Tokenizers 0.22.2
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g2_1_oldcode_cm_newcode__edit/500M/all_results.json
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{
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"epoch": 0.3726364846870839,
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"total_flos": 2650292248117248.0,
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"train_loss": 0.0447272484017543,
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"train_runtime": 7385.9476,
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"train_samples_per_second": 9.093,
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"train_steps_per_second": 0.758
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}
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g2_1_oldcode_cm_newcode__edit/500M/chat_template.jinja
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{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% else %}{% set loop_messages = messages %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in loop_messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ content }}{% elif message['role'] == 'assistant' %}{{ content + '<eos>' }}{% endif %}{% endfor %}
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g2_1_oldcode_cm_newcode__edit/500M/config.json
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{
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"architectures": [
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"Gemma4UnifiedForConditionalGeneration"
|
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],
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| 5 |
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"audio_config": {
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"audio_embed_dim": 640,
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"dtype": "bfloat16",
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"id2label": {
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"0": "LABEL_0",
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"1": "LABEL_1"
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| 14 |
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},
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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| 21 |
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"model_type": "gemma4_unified_audio",
|
| 22 |
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"output_attentions": false,
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"output_hidden_states": false,
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| 24 |
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"problem_type": null,
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"return_dict": true,
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"rms_norm_eps": 1e-06
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| 27 |
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},
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"audio_token_id": 258881,
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"boa_token_id": 256000,
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"boi_token_id": 255999,
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"dtype": "bfloat16",
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"eoa_token_index": 258883,
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"eoi_token_id": 258882,
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"eos_token_id": 1,
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"hidden_size": 3840,
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"image_token_id": 258880,
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"model_type": "gemma4_unified",
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"text_config": {
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"attention_bias": false,
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"attention_dropout": 0.0,
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"dtype": "bfloat16",
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"enable_moe_block": false,
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"eos_token_id": 1,
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"final_logit_softcapping": 30.0,
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"global_head_dim": 512,
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"head_dim": 256,
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"hidden_activation": "gelu_pytorch_tanh",
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"hidden_size": 3840,
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"hidden_size_per_layer_input": 0,
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"initializer_range": 0.02,
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"intermediate_size": 15360,
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"sliding_attention",
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},
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}
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},
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},
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| 150 |
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},
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},
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"model_type": "gemma4_unified_vision",
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| 160 |
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| 162 |
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"problem_type": null,
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"return_dict": true,
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| 168 |
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"rms_norm_eps": 1e-06
|
| 169 |
+
}
|
| 170 |
+
}
|
g2_1_oldcode_cm_newcode__edit/500M/generation_config.json
ADDED
|
@@ -0,0 +1,17 @@
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|
|
|
|
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|
|
|
|
|
|
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|
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|
|
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|
| 1 |
+
{
|
| 2 |
+
"bos_token_id": 2,
|
| 3 |
+
"do_sample": true,
|
| 4 |
+
"eos_token_id": [
|
| 5 |
+
1,
|
| 6 |
+
1
|
| 7 |
+
],
|
| 8 |
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"pad_token_id": 0,
|
| 9 |
+
"suppress_tokens": [
|
| 10 |
+
258883,
|
| 11 |
+
258882
|
| 12 |
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|
| 13 |
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"temperature": 1.0,
|
| 14 |
+
"top_k": 64,
|
| 15 |
+
"top_p": 0.95,
|
| 16 |
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"transformers_version": "5.10.0"
|
| 17 |
+
}
|
g2_1_oldcode_cm_newcode__edit/500M/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
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|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:c9c5169335344cd62284f3a084ade586429ba41840c3f8d13d085c55afa5fe07
|
| 3 |
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size 23919549408
|
g2_1_oldcode_cm_newcode__edit/500M/processor_config.json
ADDED
|
@@ -0,0 +1,62 @@
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|
|
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|
|
| 1 |
+
{
|
| 2 |
+
"audio_ms_per_token": 40,
|
| 3 |
+
"audio_seq_length": 750,
|
| 4 |
+
"feature_extractor": {
|
| 5 |
+
"audio_samples_per_token": 640,
|
| 6 |
+
"feature_extractor_type": "Gemma4UnifiedAudioFeatureExtractor",
|
| 7 |
+
"feature_size": 640,
|
| 8 |
+
"padding_side": "right",
|
| 9 |
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| 10 |
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"return_attention_mask": true,
|
| 11 |
+
"sampling_rate": 16000
|
| 12 |
+
},
|
| 13 |
+
"image_processor": {
|
| 14 |
+
"do_convert_rgb": true,
|
| 15 |
+
"do_normalize": false,
|
| 16 |
+
"do_rescale": true,
|
| 17 |
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"do_resize": true,
|
| 18 |
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"image_mean": [
|
| 19 |
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0.0,
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| 20 |
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0.0,
|
| 21 |
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0.0
|
| 22 |
+
],
|
| 23 |
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"image_processor_type": "Gemma4UnifiedImageProcessor",
|
| 24 |
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"image_std": [
|
| 25 |
+
1.0,
|
| 26 |
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1.0,
|
| 27 |
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|
| 28 |
+
],
|
| 29 |
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"max_soft_tokens": 280,
|
| 30 |
+
"patch_size": 16,
|
| 31 |
+
"pooling_kernel_size": 3,
|
| 32 |
+
"resample": 3,
|
| 33 |
+
"rescale_factor": 0.00392156862745098
|
| 34 |
+
},
|
| 35 |
+
"image_seq_length": 280,
|
| 36 |
+
"processor_class": "Gemma4UnifiedProcessor",
|
| 37 |
+
"video_processor": {
|
| 38 |
+
"do_convert_rgb": true,
|
| 39 |
+
"do_normalize": true,
|
| 40 |
+
"do_rescale": true,
|
| 41 |
+
"do_resize": true,
|
| 42 |
+
"do_sample_frames": true,
|
| 43 |
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"image_mean": [
|
| 44 |
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0.0,
|
| 45 |
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0.0,
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| 46 |
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0.0
|
| 47 |
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],
|
| 48 |
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"image_std": [
|
| 49 |
+
1.0,
|
| 50 |
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1.0,
|
| 51 |
+
1.0
|
| 52 |
+
],
|
| 53 |
+
"max_soft_tokens": 70,
|
| 54 |
+
"num_frames": 32,
|
| 55 |
+
"patch_size": 16,
|
| 56 |
+
"pooling_kernel_size": 3,
|
| 57 |
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"resample": 3,
|
| 58 |
+
"rescale_factor": 0.00392156862745098,
|
| 59 |
+
"return_metadata": false,
|
| 60 |
+
"video_processor_type": "Gemma4UnifiedVideoProcessor"
|
| 61 |
+
}
|
| 62 |
+
}
|
g2_1_oldcode_cm_newcode__edit/500M/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size 32170070
|
g2_1_oldcode_cm_newcode__edit/500M/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
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|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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"audio_token": "<|audio|>",
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
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"boa_token": "<|audio>",
|
| 5 |
+
"boi_token": "<|image>",
|
| 6 |
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"bos_token": "<bos>",
|
| 7 |
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"eoa_token": "<audio|>",
|
| 8 |
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"eoc_token": "<channel|>",
|
| 9 |
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|
| 10 |
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"eos_token": "<eos>",
|
| 11 |
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"eot_token": "<turn|>",
|
| 12 |
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"escape_token": "<|\"|>",
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| 13 |
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|
| 14 |
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"etd_token": "<tool|>",
|
| 15 |
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"etr_token": "<tool_response|>",
|
| 16 |
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"extra_special_tokens": [
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| 17 |
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"<|video|>"
|
| 18 |
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],
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| 19 |
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"image_token": "<|image|>",
|
| 20 |
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"is_local": true,
|
| 21 |
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"local_files_only": true,
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| 22 |
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"mask_token": "<mask>",
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| 23 |
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"model_max_length": 1000000000000000019884624838656,
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| 24 |
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| 25 |
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| 26 |
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| 27 |
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|
| 28 |
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"eoa_token": "<audio|>",
|
| 29 |
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"eoc_token": "<channel|>",
|
| 30 |
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"eoi_token": "<image|>",
|
| 31 |
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"eot_token": "<turn|>",
|
| 32 |
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"escape_token": "<|\"|>",
|
| 33 |
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"etc_token": "<tool_call|>",
|
| 34 |
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"etd_token": "<tool|>",
|
| 35 |
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"etr_token": "<tool_response|>",
|
| 36 |
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"image_token": "<|image|>",
|
| 37 |
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"soc_token": "<|channel>",
|
| 38 |
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"sot_token": "<|turn>",
|
| 39 |
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"stc_token": "<|tool_call>",
|
| 40 |
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"std_token": "<|tool>",
|
| 41 |
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"str_token": "<|tool_response>",
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| 42 |
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"think_token": "<|think|>"
|
| 43 |
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},
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| 44 |
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"pad_token": "<pad>",
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| 45 |
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"padding_side": "right",
|
| 46 |
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"processor_class": "Gemma4UnifiedProcessor",
|
| 47 |
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"soc_token": "<|channel>",
|
| 48 |
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"sot_token": "<|turn>",
|
| 49 |
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"split_special_tokens": false,
|
| 50 |
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"stc_token": "<|tool_call>",
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| 51 |
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| 52 |
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"str_token": "<|tool_response>",
|
| 53 |
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"think_token": "<|think|>",
|
| 54 |
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"tokenizer_class": "GemmaTokenizer",
|
| 55 |
+
"unk_token": "<unk>"
|
| 56 |
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}
|
g2_1_oldcode_cm_newcode__edit/500M/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
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|
|
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|
|
|
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|
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|
|
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|
| 1 |
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{
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| 2 |
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| 3 |
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"train_steps_per_second": 0.758
|
| 8 |
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}
|
g2_1_oldcode_cm_newcode__edit/500M/trainer_log.jsonl
ADDED
|
@@ -0,0 +1,52 @@
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|
|
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|
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|
|
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|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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|
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| 19 |
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