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samantha-1.2-mistral-7b

Text Generation
Transformers
PyTorch
mistral
conversational
text-generation-inference
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samantha-1.2-mistral-7b
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base_model: mistralai/Mistral-7B-v0.1
base_model_config: mistralai/Mistral-7B-v0.1
model_type: MistralForCausalLM
tokenizer_type: LlamaTokenizer
is_mistral_derived_model: true

load_in_8bit: false
load_in_4bit: false
strict: false

datasets:
  - path: ehartford/samantha-data
    data_files: samantha-1.1.json
    type: sharegpt
    conversation: chatml
    
dataset_prepared_path: last_run_prepared
val_set_size: 0.01
output_dir: /workspace/samantha-1.2-mistral-7b

sequence_len: 8192
sample_packing: true
pad_to_sequence_len: true

wandb_project: samantha
wandb_entity:
wandb_watch:
wandb_run_id:
wandb_log_model:

gradient_accumulation_steps: 4
micro_batch_size: 6
num_epochs: 40
adam_beta2: 0.95
adam_epsilon: 0.00001
max_grad_norm: 1.0
lr_scheduler: cosine
learning_rate: 0.000006

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:
flash_attention: true

warmup_steps: 100
eval_steps: 0.05
eval_table_size:
eval_table_max_new_tokens:
save_steps:
debug:
deepspeed: deepspeed/zero2.json
weight_decay: 0.1
fsdp:
fsdp_config:
special_tokens:
  bos_token: "<s>"
  eos_token: "<|im_end|>"
  unk_token: "<unk>"
tokens:
  - "<|im_start|>"
  - "<|im_end|>"