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added_tokens.json

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+  "<|im_start|>": 32001
+}

config.json

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+{
+  "_name_or_path": "/workspace/jaredquek/text-generation-webui/models/OpenHermes-2.5-Mistral-7B",
+  "architectures": [
+    "MistralForCausalLM"
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+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
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+  "use_cache": false,
+  "vocab_size": 32002
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "transformers_version": "4.36.2"
+}

loraexperiment1.yml

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+base_model:  /workspace/jaredquek/text-generation-webui/models/OpenHermes-2.5-Mistral-7B
+model_type: MistralForCausalLM
+tokenizer_type: LlamaTokenizer
+is_mistral_derived_model: true
+
+load_in_8bit: true
+load_in_4bit: false
+strict: false
+
+datasets:
+  - path: /workspace/jaredquek/Olier/DataProcessing/JSONS/LabelledSortedAurocurated.jsonl
+    type: completion
+dataset_prepared_path: 
+val_set_size: 0.0
+output_dir: /workspace/jaredquek/text-generation-webui/loras/Experiment1
+
+sequence_len: 900
+sample_packing: true
+pad_to_sequence_len: true
+
+adapter: lora
+lora_model_dir:
+lora_r: 16
+lora_alpha: 32
+lora_dropout: 0.05
+lora_target_modules: 
+  - q_proj
+  - v_proj
+  - k_proj
+  - o_proj
+  - gate_proj
+  - down_proj
+  - up_proj
+lora_target_linear: true
+lora_fan_in_fan_out:
+
+wandb_project: huggingface
+wandb_entity: singaporespprtsschool
+wandb_watch:
+wandb_run_id: Experiment1Ver3
+wandb_log_model:
+
+gradient_accumulation_steps: 1
+micro_batch_size: 1
+num_epochs: 16
+optimizer: adamw_bnb_8bit
+lr_scheduler: cosine
+learning_rate: 1e-5
+train_on_inputs: false
+group_by_length: false
+bf16: false
+fp16: true
+tf32: false
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+train_on_inputs: false
+group_by_length: false
+bf16: false
+fp16: true
+tf32: false
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+gradient_checkpointing: false
+early_stopping_patience:
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+logging_steps: 30
+xformers_attention:
+flash_attention: true
+
+warmup_steps: 500
+eval_steps: 
+eval_table_size: 
+save_steps: 500
+save_total_limit: 12
+debug:
+deepspeed:
+weight_decay: 0.0
+fsdp:
+fsdp_config:
+special_tokens:
+  bos_token: "<s>"
+  eos_token: "<|im_end|>"
+  unk_token: "<unk>"
+
+
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