DNA-LLM/synth_model_medium_v2
Browse files- README.md +56 -0
- config.json +32 -0
- generation_config.json +6 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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---
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library_name: transformers
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license: apache-2.0
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base_model: DNA-LLM/virus-pythia-302M-2048-headless
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tags:
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- generated_from_trainer
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model-index:
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- name: virus-pythia-302M-2048-ce_synthetic
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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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# virus-pythia-302M-2048-ce_synthetic
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This model is a fine-tuned version of [DNA-LLM/virus-pythia-302M-2048-headless](https://huggingface.co/DNA-LLM/virus-pythia-302M-2048-headless) on an unknown 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: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 32
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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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- lr_scheduler_warmup_steps: 1
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- num_epochs: 1
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### Training results
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### Framework versions
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- Transformers 4.45.2
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- Pytorch 2.4.1+cu121
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- Datasets 3.0.1
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- Tokenizers 0.20.1
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config.json
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{
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"_name_or_path": "DNA-LLM/virus-pythia-302M-2048-headless",
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"architectures": [
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"GPTNeoXForCausalLM"
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],
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"attention_bias": true,
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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": 1024,
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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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": 16,
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"num_hidden_layers": 24,
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"partial_rotary_factor": 0.25,
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"rope_scaling": null,
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"rope_theta": 10000,
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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": "4.45.2",
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"use_cache": true,
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"use_parallel_residual": true,
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"vocab_size": 1867
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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": "4.45.2"
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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 sha256:5d9081c2ca9db5c88a855d2563cb22d8eacbf029d0cb1389e03c4f1a112e8eb2
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size 1224574080
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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:c77f1c65ae3b4ece1af335b1ace8bfb1a15502e09f4a317570512d55fd2f3b05
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size 5176
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