DavidGF commited on
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5cdb219
1 Parent(s): 89452d4

adding model

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config.json ADDED
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+ {
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+ "_name_or_path": "mlabonne/Marcoro14-7B-slerp",
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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": 2,
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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": 4,
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+ "output_router_logits": false,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 10000.0,
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+ "router_aux_loss_coef": 0.001,
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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": "4.36.2",
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
mergekit_moe_config.yml ADDED
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+ base_model: mlabonne/Marcoro14-7B-slerp
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+ gate_mode: hidden # one of "hidden", "cheap_embed", or "random"
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+ dtype: bfloat16 # output dtype (float32, float16, or bfloat16)
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+ experts:
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+ - source_model: ../laserRMT/laser_model_dolphindpo_new2
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+ positive_prompts:
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+ - "chat"
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+ - "assistant"
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+ - "tell me"
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+ - "explain"
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+ - source_model: ../laserRMT/laser_model_codeninja_new
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+ positive_prompts:
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+ - "code"
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+ - "python"
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+ - "javascript"
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+ - "programming"
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+ - "algorithm"
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+ - source_model: ../laserRMT/laser_model_qbert_new
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+ positive_prompts:
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+ - "storywriting"
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+ - "write"
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+ - "scene"
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+ - "story"
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+ - "character"
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+ - source_model: ../laserRMT/laser_model_wizardm
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+ positive_prompts:
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+ - "reason"
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+ - "math"
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+ - "mathematics"
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+ - "solve"
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+ - "count"
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+
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+ #
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+ # To run this
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+ # mergekit-moe --trust-remote-code --random-seed 0 ./moe_laser.yml ./moe_laser
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