Upload config.yml

config.yml

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+base_model: openchat/openchat_3.5
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+
+load_in_8bit: false
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: FrederikH/LinearAlgebra-Python
+    type: alpaca
+dataset_prepared_path:
+val_set_size: 0.05
+output_dir: ./out
+
+sequence_len: 8192
+sample_packing: true
+pad_to_sequence_len: true
+
+wandb_project:
+wandb_entity:
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+
+gradient_accumulation_steps: 8
+micro_batch_size: 4
+num_epochs: 4
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 0.000005
+
+train_on_inputs: false
+group_by_length: false
+bf16: true
+fp16: false
+tf32: false
+
+gradient_checkpointing: true
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+
+warmup_steps: 10
+eval_table_size:
+eval_table_max_new_tokens: 128
+
+debug:
+deepspeed:
+fsdp:
+fsdp_config:
+special_tokens:
+  bos_token: "<s>"
+  eos_token: "</s>"
+  unk_token: "<unk>"
+
+bench_dataset: pharaouk/dharma-1/dharma_1_mini.json
+do_bench_eval: true
+
+push_to_hub: true
+hub_model_id: FrederikH/linear-algebra
+hub_strategy: "every_save"
+hub_token:
+
+flash_attention: true
+weight_decay: 0.01
+
+eval_steps: 1
+save_steps: 1