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Model: TeeZee/BigMaid-20B-v1.0 Source: Original Platform
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BigMaid-20B-v1.0.jpg
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README.md
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README.md
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---
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language:
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- en
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license: apache-2.0
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library_name: transformers
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tags:
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- roleplay
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- text-generation-inference
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- merge
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- not-for-all-audiences
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model-index:
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- name: BigMaid-20B-v1.0
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: AI2 Reasoning Challenge (25-Shot)
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type: ai2_arc
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config: ARC-Challenge
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split: test
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args:
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num_few_shot: 25
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metrics:
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- type: acc_norm
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value: 61.35
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: HellaSwag (10-Shot)
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type: hellaswag
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split: validation
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args:
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num_few_shot: 10
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metrics:
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- type: acc_norm
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value: 85.26
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name: normalized accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MMLU (5-Shot)
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type: cais/mmlu
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config: all
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 57.15
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: TruthfulQA (0-shot)
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type: truthful_qa
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config: multiple_choice
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split: validation
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args:
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num_few_shot: 0
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metrics:
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- type: mc2
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value: 55.29
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: Winogrande (5-shot)
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type: winogrande
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config: winogrande_xl
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split: validation
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 75.3
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GSM8k (5-shot)
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type: gsm8k
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
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- type: acc
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value: 2.05
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name: accuracy
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source:
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url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=TeeZee/BigMaid-20B-v1.0
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name: Open LLM Leaderboard
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---
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# BigMaid-20B-v1.0
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## Model Details
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- A result of interleaving layers of [KatyTheCutie/EstopianMaid-13B](https://huggingface.co/KatyTheCutie/EstopianMaid-13B) with itself.
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- The resulting model has approximately 20 billion parameters.
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- See [mergekit-config.yml](https://huggingface.co/TeeZee/BigMaid-20B-v1.0/resolve/main/mergekit-config.yml) for details on the merge method used.
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**Warning: This model can produce NSFW content!**
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## Results
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- Bigger version of original, uncensored like oryginal.
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- Retains all good qualities of original with additional affinity for abstract and lighthearted humor
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All comments are greatly appreciated, download, test and if you appreciate my work, consider buying me my fuel:
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<a href="https://www.buymeacoffee.com/TeeZee" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_TeeZee__BigMaid-20B-v1.0)
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| Metric |Value|
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|---------------------------------|----:|
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|Avg. |56.07|
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|AI2 Reasoning Challenge (25-Shot)|61.35|
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|HellaSwag (10-Shot) |85.26|
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|MMLU (5-Shot) |57.15|
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|TruthfulQA (0-shot) |55.29|
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|Winogrande (5-shot) |75.30|
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|GSM8k (5-shot) | 2.05|
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config.json
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{
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"_name_or_path": "Z:\\ai_text\\text-generation-webui\\models\\KatyTheCutie_EstopianMaid-13B",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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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": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 13824,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 40,
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"num_hidden_layers": 62,
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"num_key_value_heads": 40,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.35.2",
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"use_cache": true,
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"vocab_size": 32000
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}
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mergekit-config.yml
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slices:
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- sources:
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- model: "../KatyTheCutie_EstopianMaid-13B"
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layer_range: [0, 16]
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- sources:
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- model: "../KatyTheCutie_EstopianMaid-13B"
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layer_range: [8, 24]
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- sources:
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- model: "../KatyTheCutie_EstopianMaid-13B"
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layer_range: [17, 32]
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- sources:
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- model: "../KatyTheCutie_EstopianMaid-13B"
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layer_range: [25, 40]
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merge_method: passthrough
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dtype: float16
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