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dolphin-2.6-mixtral-8x7b

Text Generation
Transformers
PyTorch
English
mixtral
conversational
text-generation-inference
Inference Endpoints
Model card Files Community
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Files changed (27) hide show
  1. added_tokens.json +4 -0
  2. config.json +30 -0
  3. configs/dolphin-mixtral-8x7b.yml +105 -0
  4. generation_config.json +6 -0
  5. pytorch_model-00001-of-00019.bin +3 -0
  6. pytorch_model-00002-of-00019.bin +3 -0
  7. pytorch_model-00003-of-00019.bin +3 -0
  8. pytorch_model-00004-of-00019.bin +3 -0
  9. pytorch_model-00005-of-00019.bin +3 -0
  10. pytorch_model-00006-of-00019.bin +3 -0
  11. pytorch_model-00007-of-00019.bin +3 -0
  12. pytorch_model-00008-of-00019.bin +3 -0
  13. pytorch_model-00009-of-00019.bin +3 -0
  14. pytorch_model-00010-of-00019.bin +3 -0
  15. pytorch_model-00011-of-00019.bin +3 -0
  16. pytorch_model-00012-of-00019.bin +3 -0
  17. pytorch_model-00013-of-00019.bin +3 -0
  18. pytorch_model-00014-of-00019.bin +3 -0
  19. pytorch_model-00015-of-00019.bin +3 -0
  20. pytorch_model-00016-of-00019.bin +3 -0
  21. pytorch_model-00017-of-00019.bin +3 -0
  22. pytorch_model-00018-of-00019.bin +3 -0
  23. pytorch_model-00019-of-00019.bin +3 -0
  24. pytorch_model.bin.index.json +1002 -0
  25. special_tokens_map.json +24 -0
  26. tokenizer.model +3 -0
  27. tokenizer_config.json +61 -0
added_tokens.json ADDED
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+ {
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+ "<|im_end|>": 32000,
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+ "<|im_start|>": 32001
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config.json ADDED
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+ {
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+ "_name_or_path": "/workspace/models/Mixtral-8x7B-v0.1",
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+ "architectures": [
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+ "MixtralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 32000,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 32768,
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+ "model_type": "mixtral",
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+ "num_attention_heads": 32,
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+ "num_experts_per_tok": 2,
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+ "num_hidden_layers": 32,
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+ "num_key_value_heads": 8,
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+ "num_local_experts": 8,
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+ "output_router_logits": true,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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+ "router_aux_loss_coef": 0.02,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "bfloat16",
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+ "transformers_version": "4.37.0.dev0",
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+ "use_cache": false,
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+ "vocab_size": 32002
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+ }
configs/dolphin-mixtral-8x7b.yml ADDED
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+ base_model: /workspace/models/Mixtral-8x7B-v0.1
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+ model_type: MixtralForCausalLM
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+ tokenizer_type: LlamaTokenizer
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+ is_mistral_derived_model: false
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+
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+ load_in_8bit: false
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+ load_in_4bit: true
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+ strict: false
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+
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+ datasets:
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+ - path: /workspace/datasets/dolphin/dolphin201.jsonl
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+ type: alpaca_w_system.load_open_orca_chatml
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+ - path: /workspace/datasets/dolphin-coder-translate.jsonl
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+ type: alpaca_w_system.load_open_orca_chatml
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+ - path: /workspace/datasets/dolphin-coder-codegen.jsonl
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+ type: alpaca_w_system.load_open_orca_chatml
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+ - path: /workspace/datasets/data-evol_instruct-decontaminated-converted.jsonl
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+ type: alpaca_w_system.load_open_orca_chatml
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+ - path: /workspace/datasets/data-oss_instruct-decontaminated-converted.jsonl
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+ type: alpaca_w_system.load_open_orca_chatml
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+ - path: /workspace/datasets/CapybaraPure_Decontaminated-converted.jsonl
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+ type: sharegpt
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+ conversation: chatml
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+ - path: /workspace/datasets/not_samantha_norefusals.jsonl
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+ type: sharegpt
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+ conversation: chatml
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+ - path: teknium/openhermes
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+ type: alpaca
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+ prompt_style: chatml
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+
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+ dataset_prepared_path:
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+ val_set_size: 0
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+ output_dir: /workspace/dolphin-2.6-mixtral-8x7b
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+ resume_from_checkpoint:
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+ hf_use_auth_token:
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+
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+ adapter: qlora
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+ lora_model_dir:
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+ sequence_len: 16384
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+ sample_packing: true
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+ pad_to_sequence_len: true
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+ lora_r: 32
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+ lora_alpha: 16
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+ lora_dropout: 0.05
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+ lora_target_modules:
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+ lora_target_linear:
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+ lora_fan_in_fan_out:
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+ - embed_tokens
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+ - lm_head
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+ wandb_project: dolphin
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+ wandb_entity:
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+ wandb_watch:
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+ wandb_run_id:
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+ wandb_log_model:
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+ gradient_accumulation_steps: 2
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+ micro_batch_size: 3
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+ num_epochs: 3
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+ optimizer: paged_adamw_8bit
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+ lr_scheduler: cosine
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+ learning_rate: 0.0002
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+ model_config:
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+ output_router_logits: true
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+ train_on_inputs:
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+ group_by_length: false
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+ bf16: true
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+ fp16: false
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+ tf32: false
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+ gradient_checkpointing: true
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+ early_stopping_patience:
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+ local_rank:
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+ logging_steps: 1
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+ xformers_attention:
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+ flash_attention: true
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+ warmup_steps: 100
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+ eval_steps:
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+ save_steps: 0.01
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+ save_total_limit: 2
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+ save_safetensors: false
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+ eval_sample_packing:
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+ debug:
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+ deepspeed: deepspeed/zero2.json
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+ weight_decay: 0.05
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+ fsdp:
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+ fsdp_config:
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+ special_tokens:
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+ eos_token: "<|im_end|>"
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+ tokens:
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+ - "<|im_start|>"
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+ trust_remote_code: true
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