Commit
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ee1d86e
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Parent(s):
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End of training
Browse files- README.md +62 -0
- adapter_config.json +28 -0
- adapter_model.safetensors +3 -0
- falcon_adapter/adapter_config.json +28 -0
- falcon_adapter/adapter_model.safetensors +3 -0
- runs/Jul02_05-53-03_041ef9ec6069/events.out.tfevents.1719899614.041ef9ec6069.258.0 +3 -0
- special_tokens_map.json +23 -0
- tokenizer.json +0 -0
- tokenizer_config.json +123 -0
- training_args.bin +3 -0
README.md
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---
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base_model: tiiuae/falcon-7b
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library_name: peft
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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- name: reuters-falcon-qlora
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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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# reuters-falcon-qlora
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This model is a fine-tuned version of [tiiuae/falcon-7b](https://huggingface.co/tiiuae/falcon-7b) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1135
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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: 0.0005
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 8
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- total_train_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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- num_epochs: 1
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 2.2695 | 0.96 | 15 | 2.1135 |
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### Framework versions
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- PEFT 0.11.1
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- Transformers 4.41.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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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": "tiiuae/falcon-7b",
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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": 0.1,
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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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"query_key_value"
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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 sha256:09ae5b7ac0f7b1a055deb09f9b940b36ce8f7215d359953c9d8ae21a9aaf57f5
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size 37758320
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falcon_adapter/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": "tiiuae/falcon-7b",
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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": 0.1,
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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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"query_key_value"
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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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falcon_adapter/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:29eadd5c73180812bb6f111f1632fc8453c58f03a4cf76b21bc16bfcf08ea142
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size 37758320
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runs/Jul02_05-53-03_041ef9ec6069/events.out.tfevents.1719899614.041ef9ec6069.258.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:12223305613d0f7718d70ba626d12b8f03ec4a25a315b523d69949e06cb7321a
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size 6898
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special_tokens_map.json
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{
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"additional_special_tokens": [
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">>ABSTRACT<<",
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">>SUMMARY<<",
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">>COMMENT<<",
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">>QUESTION<<",
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">>PREFIX<<",
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tokenizer.json
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See raw diff
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tokenizer_config.json
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">>COMMENT<<",
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">>QUESTION<<",
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">>DOMAIN<<",
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">>SUFFIX<<",
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}
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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:ba2e71090c128b32e0a5cb6b0b24b250a1807a00c82e704515470ab57945b729
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size 5176
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