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GEITje-7B

Text Generation
Transformers
TensorBoard
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Dutch
mistral
Generated from Trainer
GEITje
conversational
text-generation-inference
Inference Endpoints
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  1. README.md +111 -0
  2. generation_config.json +6 -0
  3. model-00001-of-00003.safetensors +3 -0
  4. model-00002-of-00003.safetensors +3 -0
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  7. runs/Dec02_08-46-52_209-20-156-98/events.out.tfevents.1701506851.209-20-156-98.108569.0 +2 -2
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: mistralai/Mistral-7B-v0.1
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - generator
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+ model-index:
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+ - name: GEITje-v1-7B
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+ results: []
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+ ---
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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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+
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+ # GEITje-v1-7B
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+
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+ This model is a fine-tuned version of [mistralai/Mistral-7B-v0.1](https://huggingface.co/mistralai/Mistral-7B-v0.1) on the generator dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.3943
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 2
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+ - eval_batch_size: 2
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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: 128
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+ - total_eval_batch_size: 16
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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_steps: 953
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+ - training_steps: 9536
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 1.6995 | 0.02 | 199 | 1.7673 |
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+ | 1.6949 | 0.04 | 398 | 1.6880 |
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+ | 1.6377 | 0.06 | 597 | 1.6429 |
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+ | 1.6011 | 0.08 | 796 | 1.6384 |
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+ | 1.5196 | 0.1 | 995 | 1.6060 |
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+ | 1.5158 | 0.13 | 1194 | 1.5832 |
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+ | 1.5181 | 0.15 | 1393 | 1.5541 |
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+ | 1.4931 | 0.17 | 1592 | 1.5493 |
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+ | 1.4972 | 0.19 | 1791 | 1.5407 |
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+ | 1.5349 | 0.21 | 1990 | 1.5305 |
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+ | 1.5025 | 0.23 | 2189 | 1.5263 |
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+ | 1.396 | 0.25 | 2388 | 1.5140 |
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+ | 1.4353 | 0.27 | 2587 | 1.5104 |
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+ | 1.4307 | 0.29 | 2786 | 1.5003 |
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+ | 1.3974 | 0.31 | 2985 | 1.4849 |
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+ | 1.404 | 0.33 | 3184 | 1.4771 |
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+ | 1.4299 | 0.35 | 3383 | 1.4825 |
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+ | 1.4342 | 0.38 | 3582 | 1.4705 |
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+ | 1.4341 | 0.4 | 3781 | 1.4643 |
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+ | 1.4535 | 0.42 | 3980 | 1.4580 |
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+ | 1.4799 | 0.44 | 4179 | 1.4521 |
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+ | 1.35 | 0.46 | 4378 | 1.4478 |
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+ | 1.4586 | 0.48 | 4577 | 1.4425 |
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+ | 1.3685 | 0.5 | 4776 | 1.4368 |
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+ | 1.4572 | 0.52 | 4975 | 1.4313 |
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+ | 1.3293 | 0.54 | 5174 | 1.4265 |
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+ | 1.403 | 0.56 | 5373 | 1.4241 |
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+ | 1.3057 | 0.58 | 5572 | 1.4188 |
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+ | 1.244 | 0.61 | 5771 | 1.4178 |
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+ | 1.3224 | 0.63 | 5970 | 1.4110 |
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+ | 1.3238 | 0.65 | 6169 | 1.4083 |
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+ | 1.3262 | 0.67 | 6368 | 1.4050 |
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+ | 1.3237 | 0.69 | 6567 | 1.4027 |
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+ | 1.0453 | 0.71 | 6766 | 1.4005 |
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+ | 1.3136 | 0.73 | 6965 | 1.3992 |
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+ | 1.3137 | 0.75 | 7164 | 1.3975 |
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+ | 1.1587 | 0.77 | 7363 | 1.3964 |
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+ | 1.316 | 0.79 | 7562 | 1.3957 |
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+ | 1.2738 | 0.81 | 7761 | 1.3951 |
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+ | 1.308 | 0.83 | 7960 | 1.3949 |
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+ | 1.4049 | 0.86 | 8159 | 1.3946 |
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+ | 1.3324 | 0.88 | 8358 | 1.3944 |
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+ | 1.3446 | 0.9 | 8557 | 1.3944 |
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+ | 1.2489 | 0.92 | 8756 | 1.3943 |
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+ | 1.2687 | 0.94 | 8955 | 1.3943 |
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+ | 1.3293 | 0.96 | 9154 | 1.3943 |
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+ | 1.3045 | 0.98 | 9353 | 1.3943 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.36.0.dev0
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+ - Pytorch 2.1.1+cu121
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
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