TearGosling
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Browse files- README.md +62 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- all_results.json +8 -0
- merges.txt +0 -0
- special_tokens_map.json +33 -0
- tokenizer.json +0 -0
- tokenizer_config.json +0 -0
- train_results.json +8 -0
- trainer_log.jsonl +0 -0
- trainer_state.json +0 -0
- training_args.bin +3 -0
- training_loss.png +0 -0
- vocab.json +0 -0
README.md
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---
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base_model: Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML
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library_name: peft
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license: other
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tags:
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- llama-factory
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- lora
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- generated_from_trainer
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model-index:
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- name: output
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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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# output
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This model is a fine-tuned version of [Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML](https://huggingface.co/Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML) on the pyg3v1 dataset.
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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: 0.0001
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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: 8
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- gradient_accumulation_steps: 8
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- total_train_batch_size: 64
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- total_eval_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- lr_scheduler_warmup_ratio: 0.035
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- num_epochs: 1.0
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### Training results
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.44.2
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- Pytorch 2.3.1+cu121
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Dans-DiscountModels/Mistral-NeMo-Minitron-8B-Base-ChatML",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"k_proj",
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"down_proj",
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"q_proj",
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"up_proj",
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"gate_proj",
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"v_proj",
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"o_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:93c19929c1d436d32ae030500c9de54560cf7c55bf33407e3b5203b14e48f5e5
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size 376252176
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all_results.json
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{
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"epoch": 0.9998410788475947,
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"total_flos": 4.169463150439039e+18,
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"train_loss": 1.7876772542090766,
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"train_runtime": 32508.2013,
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"train_samples_per_second": 10.84,
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"train_steps_per_second": 0.169
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}
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merges.txt
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special_tokens_map.json
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{
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"additional_special_tokens": [
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{
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"content": "<|im_start|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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],
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": "<|im_end|>",
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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train_results.json
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{
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"epoch": 0.9998410788475947,
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"total_flos": 4.169463150439039e+18,
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"train_loss": 1.7876772542090766,
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"train_runtime": 32508.2013,
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"train_samples_per_second": 10.84,
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"train_steps_per_second": 0.169
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}
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trainer_log.jsonl
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trainer_state.json
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d15a398fe01212191ffd9c473111f2ffaf3760dfd57f3e27fbdc88feb7c75728
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size 5304
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training_loss.png
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vocab.json
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