elinaparajuli
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End of training
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README.md
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---
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license: apache-2.0
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base_model: EleutherAI/pythia-70m
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tags:
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- generated_from_trainer
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model-index:
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- name: HomeSchema_3_llama-finetuned
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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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# HomeSchema_3_llama-finetuned
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This model is a fine-tuned version of [EleutherAI/pythia-70m](https://huggingface.co/EleutherAI/pythia-70m) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4497
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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: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 29 | 1.4029 |
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| No log | 2.0 | 58 | 1.3782 |
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| No log | 3.0 | 87 | 1.4497 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.1
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config.json
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{
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"_name_or_path": "EleutherAI/pythia-70m",
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"architectures": [
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"GPTNeoXForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 0,
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"classifier_dropout": 0.1,
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"eos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_dropout": 0.0,
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"hidden_size": 512,
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"initializer_range": 0.02,
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"intermediate_size": 2048,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 2048,
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"model_type": "gpt_neox",
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"num_attention_heads": 8,
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"num_hidden_layers": 6,
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"rope_scaling": null,
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"rotary_emb_base": 10000,
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"rotary_pct": 0.25,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"use_cache": true,
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"use_parallel_residual": true,
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"vocab_size": 50304
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.35.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:359084695ab6023fe31df09729404400757d775aee6aa6508c1106891b3b7b2e
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size 281715176
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runs/Feb06_04-03-30_1c875019e82c/events.out.tfevents.1707192211.1c875019e82c.167.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:c62d6f31902f16f7bd9189f0561e7906c37ff5c6ace2190bdf37452c151291c8
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size 5466
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runs/Feb06_04-03-30_1c875019e82c/events.out.tfevents.1707192543.1c875019e82c.167.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:d2e6c51b378ea8af09bca651bf2dcdecbcfa17a402deab9b9a1864b9f7a4db17
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size 354
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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:aff2c95507fa2a2c83bcad923ab80a18168b21cd2b798ea0b31c6d60984720d3
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size 4600
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