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Browse files- .gitattributes +1 -0
- g2_5_plan_newcode/500M/README.md +59 -0
- g2_5_plan_newcode/500M/all_results.json +8 -0
- g2_5_plan_newcode/500M/chat_template.jinja +1 -0
- g2_5_plan_newcode/500M/config.json +170 -0
- g2_5_plan_newcode/500M/generation_config.json +17 -0
- g2_5_plan_newcode/500M/model.safetensors +3 -0
- g2_5_plan_newcode/500M/processor_config.json +62 -0
- g2_5_plan_newcode/500M/tokenizer.json +3 -0
- g2_5_plan_newcode/500M/tokenizer_config.json +56 -0
- g2_5_plan_newcode/500M/train_results.json +8 -0
- g2_5_plan_newcode/500M/trainer_log.jsonl +52 -0
- g2_5_plan_newcode/500M/trainer_state.json +0 -0
- g2_5_plan_newcode/500M/training_args.bin +3 -0
- g2_5_plan_newcode/500M/training_loss.png +0 -0
.gitattributes
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@@ -71,3 +71,4 @@ g2_4_plan_cm_oldcode_newcode/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -
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g2_4_plan_cm_oldcode_newcode/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_4_plan_cm_oldcode_newcode/1000M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_5_plan_newcode/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_4_plan_cm_oldcode_newcode/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_4_plan_cm_oldcode_newcode/1000M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_5_plan_newcode/250M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_5_plan_newcode/500M/tokenizer.json filter=lfs diff=lfs merge=lfs -text
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g2_5_plan_newcode/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_5_plan_newcode and the instruct_replay_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_5_plan_newcode/500M/all_results.json
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{
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"epoch": 0.43000921942224957,
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"total_flos": 2650292248117248.0,
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"train_loss": 0.060991441818013754,
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"train_runtime": 7300.1756,
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"train_samples_per_second": 9.2,
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"train_steps_per_second": 0.767
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}
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g2_5_plan_newcode/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_5_plan_newcode/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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"audio_config": {
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"_name_or_path": "",
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"architectures": null,
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"audio_embed_dim": 640,
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"chunk_size_feed_forward": 0,
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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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},
|
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"initializer_range": 0.02,
|
| 16 |
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"is_encoder_decoder": false,
|
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"label2id": {
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"LABEL_0": 0,
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"LABEL_1": 1
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},
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"model_type": "gemma4_unified_audio",
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"output_attentions": false,
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"output_hidden_states": false,
|
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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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},
|
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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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"bos_token_id": 2,
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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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| 35 |
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"eos_token_id": 1,
|
| 36 |
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"hidden_size": 3840,
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"image_token_id": 258880,
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"initializer_range": 0.02,
|
| 39 |
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"model_type": "gemma4_unified",
|
| 40 |
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"pad_token_id": 0,
|
| 41 |
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"text_config": {
|
| 42 |
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"attention_bias": false,
|
| 43 |
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"attention_dropout": 0.0,
|
| 44 |
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"attention_k_eq_v": true,
|
| 45 |
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"bos_token_id": 2,
|
| 46 |
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"dtype": "bfloat16",
|
| 47 |
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"enable_moe_block": false,
|
| 48 |
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"eos_token_id": 1,
|
| 49 |
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"final_logit_softcapping": 30.0,
|
| 50 |
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"global_head_dim": 512,
|
| 51 |
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"head_dim": 256,
|
| 52 |
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"hidden_activation": "gelu_pytorch_tanh",
|
| 53 |
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"hidden_size": 3840,
|
| 54 |
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"hidden_size_per_layer_input": 0,
|
| 55 |
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"initializer_range": 0.02,
|
| 56 |
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"intermediate_size": 15360,
|
| 57 |
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"layer_types": [
|
| 58 |
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"sliding_attention",
|
| 59 |
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"sliding_attention",
|
| 60 |
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"sliding_attention",
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| 61 |
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"sliding_attention",
|
| 62 |
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"sliding_attention",
|
| 63 |
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"full_attention",
|
| 64 |
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"sliding_attention",
|
| 65 |
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"sliding_attention",
|
| 66 |
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"sliding_attention",
|
| 67 |
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"sliding_attention",
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| 68 |
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"sliding_attention",
|
| 69 |
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"full_attention",
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| 70 |
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"sliding_attention",
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"sliding_attention",
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| 72 |
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"sliding_attention",
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"sliding_attention",
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| 74 |
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"sliding_attention",
|
| 75 |
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"full_attention",
|
| 76 |
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"sliding_attention",
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| 77 |
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"sliding_attention",
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| 78 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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| 81 |
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"full_attention",
|
| 82 |
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"sliding_attention",
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| 83 |
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"sliding_attention",
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| 84 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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| 88 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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| 91 |
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"sliding_attention",
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"sliding_attention",
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| 93 |
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"full_attention",
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| 94 |
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"sliding_attention",
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| 95 |
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"sliding_attention",
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| 96 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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| 100 |
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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| 103 |
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"sliding_attention",
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"sliding_attention",
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"full_attention"
|
| 106 |
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],
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"max_position_embeddings": 262144,
|
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"model_type": "gemma4_unified_text",
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"moe_intermediate_size": null,
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"num_hidden_layers": 48,
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"num_key_value_heads": 8,
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"rope_parameters": {
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"full_attention": {
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"partial_rotary_factor": 0.25,
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| 121 |
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"rope_theta": 1000000.0,
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"rope_type": "proportional"
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},
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"sliding_attention": {
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| 125 |
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"rope_theta": 10000.0,
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| 126 |
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"rope_type": "default"
|
| 127 |
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}
|
| 128 |
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},
|
| 129 |
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"sliding_window": 1024,
|
| 130 |
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"tie_word_embeddings": true,
|
| 131 |
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"top_k_experts": null,
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| 132 |
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"use_bidirectional_attention": "vision",
|
| 133 |
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"use_cache": false,
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"use_double_wide_mlp": false,
|
| 135 |
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"vocab_size": 262144,
|
| 136 |
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"vocab_size_per_layer_input": 262144
|
| 137 |
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},
|
| 138 |
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"tie_word_embeddings": true,
|
| 139 |
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"transformers_version": "5.10.0",
|
| 140 |
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"use_cache": false,
|
| 141 |
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"video_token_id": 258884,
|
| 142 |
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"vision_config": {
|
| 143 |
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"_name_or_path": "",
|
| 144 |
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"architectures": null,
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| 145 |
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"chunk_size_feed_forward": 0,
|
| 146 |
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"dtype": "bfloat16",
|
| 147 |
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"id2label": {
|
| 148 |
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"0": "LABEL_0",
|
| 149 |
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"1": "LABEL_1"
|
| 150 |
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},
|
| 151 |
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"initializer_range": 0.02,
|
| 152 |
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"is_encoder_decoder": false,
|
| 153 |
+
"label2id": {
|
| 154 |
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"LABEL_0": 0,
|
| 155 |
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"LABEL_1": 1
|
| 156 |
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},
|
| 157 |
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"mm_embed_dim": 3840,
|
| 158 |
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"mm_posemb_size": 1120,
|
| 159 |
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"model_type": "gemma4_unified_vision",
|
| 160 |
+
"num_soft_tokens": 280,
|
| 161 |
+
"output_attentions": false,
|
| 162 |
+
"output_hidden_states": false,
|
| 163 |
+
"output_proj_dims": 3840,
|
| 164 |
+
"patch_size": 16,
|
| 165 |
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"pooling_kernel_size": 3,
|
| 166 |
+
"problem_type": null,
|
| 167 |
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"return_dict": true,
|
| 168 |
+
"rms_norm_eps": 1e-06
|
| 169 |
+
}
|
| 170 |
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}
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g2_5_plan_newcode/500M/generation_config.json
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|
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|
|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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| 7 |
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|
| 8 |
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| 10 |
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|
| 16 |
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|
| 17 |
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|
g2_5_plan_newcode/500M/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 23919549408
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g2_5_plan_newcode/500M/processor_config.json
ADDED
|
@@ -0,0 +1,62 @@
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{
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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|
| 12 |
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| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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| 18 |
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"image_processor_type": "Gemma4UnifiedImageProcessor",
|
| 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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],
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| 29 |
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"max_soft_tokens": 280,
|
| 30 |
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"patch_size": 16,
|
| 31 |
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"pooling_kernel_size": 3,
|
| 32 |
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"resample": 3,
|
| 33 |
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"rescale_factor": 0.00392156862745098
|
| 34 |
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},
|
| 35 |
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"image_seq_length": 280,
|
| 36 |
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"processor_class": "Gemma4UnifiedProcessor",
|
| 37 |
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"video_processor": {
|
| 38 |
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"do_convert_rgb": true,
|
| 39 |
+
"do_normalize": true,
|
| 40 |
+
"do_rescale": true,
|
| 41 |
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"do_resize": true,
|
| 42 |
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"do_sample_frames": true,
|
| 43 |
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"image_mean": [
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| 44 |
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0.0,
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| 45 |
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| 48 |
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"image_std": [
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| 49 |
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| 50 |
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| 51 |
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|
| 52 |
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],
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| 53 |
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"max_soft_tokens": 70,
|
| 54 |
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"num_frames": 32,
|
| 55 |
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"patch_size": 16,
|
| 56 |
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"pooling_kernel_size": 3,
|
| 57 |
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"resample": 3,
|
| 58 |
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"rescale_factor": 0.00392156862745098,
|
| 59 |
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"return_metadata": false,
|
| 60 |
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"video_processor_type": "Gemma4UnifiedVideoProcessor"
|
| 61 |
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}
|
| 62 |
+
}
|
g2_5_plan_newcode/500M/tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 32170070
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g2_5_plan_newcode/500M/tokenizer_config.json
ADDED
|
@@ -0,0 +1,56 @@
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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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"audio_token": "<|audio|>",
|
| 3 |
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"backend": "tokenizers",
|
| 4 |
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|
| 5 |
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|
| 6 |
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"bos_token": "<bos>",
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 13 |
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| 14 |
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| 15 |
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"etr_token": "<tool_response|>",
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| 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|>",
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| 20 |
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"is_local": true,
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| 21 |
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"local_files_only": true,
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| 22 |
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"mask_token": "<mask>",
|
| 23 |
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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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| 29 |
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| 30 |
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|
| 31 |
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| 32 |
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| 33 |
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"etc_token": "<tool_call|>",
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| 34 |
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|
| 35 |
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| 36 |
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| 37 |
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"soc_token": "<|channel>",
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| 38 |
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"sot_token": "<|turn>",
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| 39 |
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"stc_token": "<|tool_call>",
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| 40 |
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| 41 |
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"str_token": "<|tool_response>",
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| 42 |
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"think_token": "<|think|>"
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| 43 |
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},
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| 44 |
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| 45 |
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"padding_side": "right",
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| 46 |
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"processor_class": "Gemma4UnifiedProcessor",
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| 47 |
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"soc_token": "<|channel>",
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| 48 |
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"sot_token": "<|turn>",
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| 49 |
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"split_special_tokens": false,
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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"tokenizer_class": "GemmaTokenizer",
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| 55 |
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"unk_token": "<unk>"
|
| 56 |
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}
|
g2_5_plan_newcode/500M/train_results.json
ADDED
|
@@ -0,0 +1,8 @@
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| 1 |
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{
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| 7 |
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"train_steps_per_second": 0.767
|
| 8 |
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|
g2_5_plan_newcode/500M/trainer_log.jsonl
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
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g2_5_plan_newcode/500M/training_args.bin
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