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README.md ADDED
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+ ---
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+ base_model:
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+ - nothingiisreal/MN-12B-Celeste-V1.9
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+ - anthracite-org/magnum-v2.5-12b-kto
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+ - Sao10K/MN-12B-Lyra-v1
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+ library_name: transformers
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+ tags:
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+ - mergekit
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+ - merge
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+ language:
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+ - en
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+ ---
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+
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+ # MN-LooseCannon-12B-v2
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+
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+ This is a [Mistral Nemo](https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407)-based model consisting of a merge between:
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+ - [nothingiisreal/MN-12B-Celeste-V1.9](https://huggingface.co/nothingiisreal/MN-12B-Celeste-V1.9)
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+ - [anthracite-org/magnum-v2.5-12b-kto](https://huggingface.co/anthracite-org/magnum-v2.5-12b-kto)
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+ - [Sao10K/MN-12B-Lyra-v1](https://huggingface.co/Sao10K/MN-12B-Lyra-v1)
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+
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+ This merge was performed with permission from the v1 creator (NGalrion). THe merge was performed in 2 steps.
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+
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+ The first is an intermediate starcannon v3 merge, but using magnum-v2.5-12b-kto:
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+
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+ ```yaml
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+ models:
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+ - model: anthracite-org/magnum-v2.5-12b-kto
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+ parameters:
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+ density: 0.3
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+ weight: 0.5
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+ - model: nothingiisreal/MN-12B-Celeste-V1.9
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+ parameters:
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+ density: 0.7
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: nothingiisreal/MN-12B-Celeste-V1.9
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+ parameters:
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+ normalize: true
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+ int8_mask: true
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+ dtype: bfloat16
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+ ```
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+
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+ The second is a merge between the intermediate starcannon v3 and Lyra, which reproduces LooseCannon.
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+
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+ ```yaml
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+ models:
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+ - model: ./MN-LooseCannon-12B-v2-step1
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+ parameters:
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+ density: 0.3
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+ weight: 0.75
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+ - model: Sao10K/MN-12B-Lyra-v1
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+ parameters:
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+ density: 0.7
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+ weight: 0.25
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+
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+ merge_method: ties
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+ base_model: ./MN-LooseCannon-12B-v2-step1
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+ parameters:
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+ normalize: true
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+ dtype: bfloat16
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+ ```
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+
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+ ## Usage
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+ This model will follow the ChatML instruct format without the system prompt:
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+
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+ ```
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+ <|im_start|>user
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+ {prompt}<|im_end|>
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+ <|im_start|>assistant
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+ ```
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+
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+ It can also follow the base Mistral Nemo instruct format, but ChatML is recommended.
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+
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+ ## Bias, Risks, and Limitations
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+
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+ The model will show biases similar to those observed in niche roleplaying forums on the Internet, besides those exhibited by the base model. It is not intended for supplying factual information or advice in any form.
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+
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+ ## Training Details
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+
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+ This model is a merge. Please refer to the linked repositories of the merged models for details.
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+
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+ ## Donate?
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+
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+ All my infrastructure and cloud expenses are paid out of pocket. If you'd like to donate, you can do so here: https://ko-fi.com/kingbri
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+
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+ You should not feel obligated to donate, but if you do, I'd appreciate it.
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+ ---
config.json ADDED
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+ {
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+ "_name_or_path": "./MN-LooseCannon-12B-v2-step1",
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+ "architectures": [
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+ "MistralForCausalLM"
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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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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 5120,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 14336,
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+ "max_position_embeddings": 1024000,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 40,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 1000000.0,
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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": "4.44.0",
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+ "use_cache": false,
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+ "vocab_size": 131072
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+ }
mergekit_step1_config.yml ADDED
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+ # Produced in folder ./MN-LooseCannon-12B-v2-step1
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+
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+ models:
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+ - model: anthracite-org/magnum-v2.5-12b-kto
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+ parameters:
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+ density: 0.3
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+ weight: 0.5
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+ - model: nothingiisreal/MN-12B-Celeste-V1.9
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+ parameters:
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+ density: 0.7
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+ weight: 0.5
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+
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+ merge_method: ties
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+ base_model: nothingiisreal/MN-12B-Celeste-V1.9
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+ parameters:
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+ normalize: true
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+ int8_mask: true
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+ dtype: bfloat16
mergekit_step2_config.yml ADDED
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+ models:
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+ # See step 1 config for information
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+ - model: ./MN-LooseCannon-12B-v2-step1
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+ parameters:
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+ density: 0.3
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+ weight: 0.75
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+ - model: Sao10K/MN-12B-Lyra-v1
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+ parameters:
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+ density: 0.7
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+ weight: 0.25
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+
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+ merge_method: ties
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+ base_model: ./MN-LooseCannon-12B-v2-step1
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+ parameters:
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+ normalize: true
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+ dtype: bfloat16
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24
+ "content": "<unk>",
25
+ "lstrip": false,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ }
30
+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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