RichardErkhov/sethuiyer_-_Aika-7B-gguf

Quantization made by Richard Erkhov.

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Aika-7B - GGUF

• —Model creator: https://huggingface.co/sethuiyer/
• —Original model: https://huggingface.co/sethuiyer/Aika-7B/

Original model description: --- language:

• —en license: cc library_name: transformers tags:
• —mergekit
• —merge datasets:
• —Anthropic/hh-rlhf base_model:
• —SanjiWatsuki/Silicon-Maid-7B
• —Guilherme34/Samantha-v2
• —jan-hq/stealth-v1.3
• —mitultiwari/mistral-7B-instruct-dpo
• —senseable/WestLake-7B-v2 model-index:
• —name: sethuiyer/Aika-7B results:
• —task: type: text-generation name: Text Generation dataset: name: AI2 Reasoning Challenge (25-Shot) type: ai2arc config: ARC-Challenge split: test args: numfew_shot: 25 metrics:
• —type: accnorm value: 65.36 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllm_leaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: HellaSwag (10-Shot) type: hellaswag split: validation args: numfewshot: 10 metrics:
• —type: accnorm value: 81.49 name: normalized accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllm_leaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: MMLU (5-Shot) type: cais/mmlu config: all split: test args: numfewshot: 5 metrics:
• —type: acc value: 53.91 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: TruthfulQA (0-shot) type: truthfulqa config: multiplechoice split: validation args: numfewshot: 0 metrics:
• —type: mc2 value: 51.22 source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: Winogrande (5-shot) type: winogrande config: winograndexl split: validation args: numfew_shot: 5 metrics:
• —type: acc value: 77.74 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard
• —task: type: text-generation name: Text Generation dataset: name: GSM8k (5-shot) type: gsm8k config: main split: test args: numfewshot: 5 metrics:
• —type: acc value: 25.78 name: accuracy source: url: https://huggingface.co/spaces/HuggingFaceH4/openllmleaderboard?query=sethuiyer/Aika-7B name: Open LLM Leaderboard ---

Aika-7B

<p align="center"> <img src="https://huggingface.co/sethuiyer/Aika-7B/resolve/main/aika.webp" height="128px" alt="Aika"> </p>

Aika is a language model constructed using the DARE TIES merge method using mitultiwari/mistral-7B-instruct-dpo as a base. Aika is designed to interact with users in a way that feels natural and human-like, to solve problems and answer questions with a high degree of accuracy and truthfulness, and to engage in creative and logical tasks with proficiency.

Models Merged

The following models were included in the merge:

• —SanjiWatsuki/Silicon-Maid-7B
• —Guilherme34/Samantha-v2
• —jan-hq/stealth-v1.3
• —senseable/WestLake-7B-v2

The base model is Mistral-7Bv0.1 fine tuned on Anthropic/hh-rlhf.

Why?

• —Base model tuned on Anthropic RLHF dataset: Safe AI as a base model, to balance the uncensored model below.
• —Silicon-Maid-7B: Boasts excellent multi-turn conversational skills and logical coherence, ensuring smooth interactions.
• —Samantha-V2: Offers empathy and human-like responses, equipped with programmed "self-awareness" for a more personalized experience.
• —Stealth-V1.3: Known for enhancing performance in merges when integrated as a component, optimizing Aika's functionality.
• —WestLake-7B-V2: Sets a high benchmark for emotional intelligence (EQ) and excels in creative writing, enhancing Aika's ability to understand and respond to your needs.

Combine them all

Source

You get Aika - a considerate, personal digital assistant.

Configuration

Please check mergekit_config.yml for the merge config.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here