Add GPT-2 Small Mixed FT LOO without ArXiv
Browse files
gpt2-small/Mixed_FT_LOO_without_ArXiv/model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 497774208
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gpt2-small/Mixed_FT_LOO_without_ArXiv/model/source_dataset_stats.csv
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num_documents_used,raw_tokens_seen,requested_token_budget,usable_token_budget,num_sequences,context_length,effective_tokens,source,hf_dataset,hf_split,target_total_sequences,target_train_sequences,target_val_sequences,available_unique_sequences,unique_train_sequences,unique_val_sequences,num_train_sequences,num_val_sequences,train_was_upsampled,val_was_upsampled,train_extra_resampled_sequences,val_extra_resampled_sequences,train_upsampling_factor,val_upsampling_factor,train_tokens,val_tokens,final_mixture_tokens
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75,518416,512000,512000,1000,512,512000,Wikipedia,wikimedia/wikipedia,train,1000,900,100,1000,900,100,900,100,False,False,0,0,1.0,1.0,460800,51200,512000
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num_documents_used,raw_tokens_seen,requested_token_budget,usable_token_budget,num_sequences,context_length,effective_tokens,source,hf_dataset,hf_split,target_total_sequences,target_train_sequences,target_val_sequences,available_unique_sequences,unique_train_sequences,unique_val_sequences,num_train_sequences,num_val_sequences,train_was_upsampled,val_was_upsampled,train_extra_resampled_sequences,val_extra_resampled_sequences,train_upsampling_factor,val_upsampling_factor,train_tokens,val_tokens,final_mixture_tokens
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146,572733,569344,569344,1112,512,569344,DM Mathematics,timaeus/pile-dm_mathematics,train,1112,1000,112,1112,1000,112,1000,112,False,False,0,0,1.0,1.0,512000,57344,569344
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18574,550276,568832,568832,1111,512,568832,EuroParl,Helsinki-NLP/europarl,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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254,569039,568832,568832,1111,512,568832,GitHub,timaeus/pile-github,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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1,1200631,568832,568832,1111,512,568832,PG-19,emozilla/pg19,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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573,568366,568832,568832,1111,512,568832,OWT2,suolyer/pile_openwebtext2,validation,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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1965,566870,568832,568832,1111,512,568832,PubMed Abstracts,timaeus/pile-pubmed_abstracts,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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73,578162,568832,568832,1111,512,568832,PubMed Central,datajuicer/the-pile-pubmed-central-refined-by-data-juicer,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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2792,566077,568832,568832,1111,512,568832,StackExchange,flax-sentence-embeddings/stackexchange_title_body_jsonl,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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82,570941,568832,568832,1111,512,568832,Wikipedia,wikimedia/wikipedia,train,1111,1000,111,1111,1000,111,1000,111,False,False,0,0,1.0,1.0,512000,56832,568832
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gpt2-small/Mixed_FT_LOO_without_ArXiv/model/training_history.csv
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epoch,optimizer_step,cumulative_tokens_seen,optimization_loss,train_loss,val_loss,train_ppl,val_ppl,train_acc,val_acc,train_eval_tokens,val_eval_tokens,learning_rate
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1,563,4608000,2.
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2,1126,9216000,2.
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epoch,optimizer_step,cumulative_tokens_seen,optimization_loss,train_loss,val_loss,train_ppl,val_ppl,train_acc,val_acc,train_eval_tokens,val_eval_tokens,learning_rate
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1,563,4608000,2.877319888856676,2.6247260226666445,2.6966310096508392,13.800792563706548,14.829686400735582,0.4814001421867838,0.4737239555166616,4577078,508505,5e-05
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2,1126,9216000,2.715038715786404,2.5237715881367846,2.648399594960042,12.475560720178658,14.13140456726937,0.4938589641688431,0.47967276624615296,4577078,508505,5e-05
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gpt2-small/Mixed_FT_LOO_without_ArXiv/model/training_summary.csv
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method,model_name,hf_repo_id,hf_subfolder,held_out_target,sources,num_sources,mixture_type,seed,context_length,requested_total_max_tokens,effective_total_source_tokens,batch_size,gradient_accumulation_steps,effective_batch_size,learning_rate,weight_decay,val_split_ratio,max_epochs,final_optimizer_step,final_tokens_seen,final_train_loss,final_val_loss,final_train_ppl,final_val_ppl,final_train_acc,final_val_acc
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Mixed FT Leave-One-Out,gpt2,alignment-decision-lab/robustness-model-bank,gpt2-small/Mixed_FT_LOO_without_ArXiv/model,ArXiv,DM Mathematics | EuroParl |
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method,model_name,hf_repo_id,hf_subfolder,held_out_target,sources,num_sources,mixture_type,seed,context_length,requested_total_max_tokens,effective_total_source_tokens,batch_size,gradient_accumulation_steps,effective_batch_size,learning_rate,weight_decay,val_split_ratio,max_epochs,final_optimizer_step,final_tokens_seen,final_train_loss,final_val_loss,final_train_ppl,final_val_ppl,final_train_acc,final_val_acc
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Mixed FT Leave-One-Out,gpt2,alignment-decision-lab/robustness-model-bank,gpt2-small/Mixed_FT_LOO_without_ArXiv/model,ArXiv,DM Mathematics | EuroParl | GitHub | PG-19 | OWT2 | PubMed Abstracts | PubMed Central | StackExchange | Wikipedia,9,uniform_source_mixture,42,512,5120000,5120000,8,2,16,5e-05,0.0,0.1,2,1126,9216000,2.5237715881367846,2.648399594960042,12.475560720178658,14.13140456726937,0.4938589641688431,0.47967276624615296
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