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.ipynb_checkpoints/config-checkpoint.json

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+{
+  "_name_or_path": "mlabonne/Beagle14-7B",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mixtral",
+  "num_attention_heads": 32,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 8,
+  "output_router_logits": false,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

.ipynb_checkpoints/mergekit_moe_config-checkpoint.yml

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+
+base_model: mlabonne/Beagle14-7B
+gate_mode: hidden
+dtype: bfloat16
+experts:
+  - source_model: mlabonne/Beagle14-7B
+    positive_prompts:
+    - "Math"
+    - "Explain"
+    - "What"
+    - "Which"
+    - "Descriptive"
+  - source_model: nfaheem/Marcoroni-7b-DPO-Merge
+    positive_prompts:
+    - "Who"
+    - "Programming"
+    - "Engineering"
+    - "Science"
+    negative_prompts:
+    - "inaccurate"
+    - "incorrect"
+  - source_model: EmbeddedLLM/Mistral-7B-Merge-14-v0.5
+    positive_prompts:
+    - "step by step"
+    - "You"
+    negative_prompts:
+    - "Sorry"
+    - "As an AI"
+    - "cannot"
+    - "not capable"
+  - source_model: udkai/Turdus
+    positive_prompts:
+    - "commonsense"
+    - "reason"
+    - "solution"
+    - "reasoning"
+    negative_prompts:
+    - "mistake"
+    - "inaccurate"
+  - source_model: samir-fama/FernandoGPT-v1
+    positive_prompts:
+    - "organize"
+    - "categorize"
+    - "label"
+    - "count"
+    - "calculate"
+  - source_model: SanjiWatsuki/Kunoichi-DPO-v2-7B
+    positive_prompts:
+    - "do"
+    - "feel"
+    - "try"
+    - "percieve"
+    - "discern"
+    - "recognize"
+    - "continue"
+    negative_prompts:
+    - "cannot"
+    - "incapable"
+    - "don't"
+    - "cannot"
+    - "forget"
+  - source_model: SanjiWatsuki/Lelantos-DPO-7B
+    positive_prompts:
+    - "creative"
+    - "imagination"
+    - "imaginative"
+    - "story"
+    negative_prompts:
+    - "boring"
+    - "lifeless"
+  - source_model: abideen/NexoNimbus-7B
+    positive_prompts:
+    - "Think"
+    - "Understand"
+    negative_prompts:
+    - "Feel"

config.json

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+{
+  "_name_or_path": "mlabonne/Beagle14-7B",
+  "architectures": [
+    "MixtralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mixtral",
+  "num_attention_heads": 32,
+  "num_experts_per_tok": 2,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "num_local_experts": 8,
+  "output_router_logits": false,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "router_aux_loss_coef": 0.001,
+  "sliding_window": null,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.36.2",
+  "use_cache": false,
+  "vocab_size": 32000
+}

mergekit_moe_config.yml

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+
+base_model: mlabonne/Beagle14-7B
+gate_mode: hidden
+dtype: bfloat16
+experts:
+  - source_model: mlabonne/Beagle14-7B
+    positive_prompts:
+    - "Math"
+    - "Explain"
+    - "What"
+    - "Which"
+    - "Descriptive"
+  - source_model: nfaheem/Marcoroni-7b-DPO-Merge
+    positive_prompts:
+    - "Who"
+    - "Programming"
+    - "Engineering"
+    - "Science"
+    negative_prompts:
+    - "inaccurate"
+    - "incorrect"
+  - source_model: EmbeddedLLM/Mistral-7B-Merge-14-v0.5
+    positive_prompts:
+    - "step by step"
+    - "You"
+    negative_prompts:
+    - "Sorry"
+    - "As an AI"
+    - "cannot"
+    - "not capable"
+  - source_model: udkai/Turdus
+    positive_prompts:
+    - "commonsense"
+    - "reason"
+    - "solution"
+    - "reasoning"
+    negative_prompts:
+    - "mistake"
+    - "inaccurate"
+  - source_model: samir-fama/FernandoGPT-v1
+    positive_prompts:
+    - "organize"
+    - "categorize"
+    - "label"
+    - "count"
+    - "calculate"
+  - source_model: SanjiWatsuki/Kunoichi-DPO-v2-7B
+    positive_prompts:
+    - "do"
+    - "feel"
+    - "try"
+    - "percieve"
+    - "discern"
+    - "recognize"
+    - "continue"
+    negative_prompts:
+    - "cannot"
+    - "incapable"
+    - "don't"
+    - "cannot"
+    - "forget"
+  - source_model: SanjiWatsuki/Lelantos-DPO-7B
+    positive_prompts:
+    - "creative"
+    - "imagination"
+    - "imaginative"
+    - "story"
+    negative_prompts:
+    - "boring"
+    - "lifeless"
+  - source_model: abideen/NexoNimbus-7B
+    positive_prompts:
+    - "Think"
+    - "Understand"
+    negative_prompts:
+    - "Feel"

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special_tokens_map.json

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+{
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+    "</s>"
+  ],
+  "bos_token": {
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+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
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+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "<s>",
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
+size 493443

tokenizer_config.json

@@ -0,0 +1,48 @@
+{
+  "add_bos_token": true,
+  "add_eos_token": false,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "additional_special_tokens": [
+    "<unk>",
+    "<s>",
+    "</s>"
+  ],
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "</s>",
+  "legacy": true,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<s>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": true
+}