| Quantization made by Richard Erkhov. | |
| [Github](https://github.com/RichardErkhov) | |
| [Discord](https://discord.gg/pvy7H8DZMG) | |
| [Request more models](https://github.com/RichardErkhov/quant_request) | |
| Aika-7B - GGUF | |
| - Model creator: https://huggingface.co/sethuiyer/ | |
| - Original model: https://huggingface.co/sethuiyer/Aika-7B/ | |
| | Name | Quant method | Size | | |
| | ---- | ---- | ---- | | |
| | [Aika-7B.Q2_K.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q2_K.gguf) | Q2_K | 2.53GB | | |
| | [Aika-7B.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.IQ3_XS.gguf) | IQ3_XS | 2.81GB | | |
| | [Aika-7B.IQ3_S.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.IQ3_S.gguf) | IQ3_S | 2.96GB | | |
| | [Aika-7B.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q3_K_S.gguf) | Q3_K_S | 2.95GB | | |
| | [Aika-7B.IQ3_M.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.IQ3_M.gguf) | IQ3_M | 3.06GB | | |
| | [Aika-7B.Q3_K.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q3_K.gguf) | Q3_K | 3.28GB | | |
| | [Aika-7B.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q3_K_M.gguf) | Q3_K_M | 3.28GB | | |
| | [Aika-7B.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q3_K_L.gguf) | Q3_K_L | 3.56GB | | |
| | [Aika-7B.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.IQ4_XS.gguf) | IQ4_XS | 3.67GB | | |
| | [Aika-7B.Q4_0.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q4_0.gguf) | Q4_0 | 3.83GB | | |
| | [Aika-7B.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.IQ4_NL.gguf) | IQ4_NL | 3.87GB | | |
| | [Aika-7B.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q4_K_S.gguf) | Q4_K_S | 3.86GB | | |
| | [Aika-7B.Q4_K.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q4_K.gguf) | Q4_K | 4.07GB | | |
| | [Aika-7B.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q4_K_M.gguf) | Q4_K_M | 4.07GB | | |
| | [Aika-7B.Q4_1.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q4_1.gguf) | Q4_1 | 4.24GB | | |
| | [Aika-7B.Q5_0.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q5_0.gguf) | Q5_0 | 4.65GB | | |
| | [Aika-7B.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q5_K_S.gguf) | Q5_K_S | 4.65GB | | |
| | [Aika-7B.Q5_K.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q5_K.gguf) | Q5_K | 4.78GB | | |
| | [Aika-7B.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q5_K_M.gguf) | Q5_K_M | 4.78GB | | |
| | [Aika-7B.Q5_1.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q5_1.gguf) | Q5_1 | 5.07GB | | |
| | [Aika-7B.Q6_K.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q6_K.gguf) | Q6_K | 5.53GB | | |
| | [Aika-7B.Q8_0.gguf](https://huggingface.co/RichardErkhov/sethuiyer_-_Aika-7B-gguf/blob/main/Aika-7B.Q8_0.gguf) | Q8_0 | 7.17GB | | |
| 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: ai2_arc | |
| config: ARC-Challenge | |
| split: test | |
| args: | |
| num_few_shot: 25 | |
| metrics: | |
| - type: acc_norm | |
| value: 65.36 | |
| name: normalized accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_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: | |
| num_few_shot: 10 | |
| metrics: | |
| - type: acc_norm | |
| value: 81.49 | |
| name: normalized accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_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: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 53.91 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=sethuiyer/Aika-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: TruthfulQA (0-shot) | |
| type: truthful_qa | |
| config: multiple_choice | |
| split: validation | |
| args: | |
| num_few_shot: 0 | |
| metrics: | |
| - type: mc2 | |
| value: 51.22 | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=sethuiyer/Aika-7B | |
| name: Open LLM Leaderboard | |
| - task: | |
| type: text-generation | |
| name: Text Generation | |
| dataset: | |
| name: Winogrande (5-shot) | |
| type: winogrande | |
| config: winogrande_xl | |
| split: validation | |
| args: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 77.74 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?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: | |
| num_few_shot: 5 | |
| metrics: | |
| - type: acc | |
| value: 25.78 | |
| name: accuracy | |
| source: | |
| url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?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](https://arxiv.org/abs/2311.03099) [TIES](https://arxiv.org/abs/2306.01708) merge method using [mitultiwari/mistral-7B-instruct-dpo](https://huggingface.co/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](https://huggingface.co/SanjiWatsuki/Silicon-Maid-7B) | |
| * [Guilherme34/Samantha-v2](https://huggingface.co/Guilherme34/Samantha-v2) | |
| * [jan-hq/stealth-v1.3](https://huggingface.co/jan-hq/stealth-v1.3) | |
| * [senseable/WestLake-7B-v2](https://huggingface.co/senseable/WestLake-7B-v2) | |
| The base model is Mistral-7Bv0.1 fine tuned on [Anthropic/hh-rlhf](https://huggingface.co/datasets/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](https://powerpuffgirls.fandom.com/wiki/The_Powerpuff_Girls_theme_song?file=Professor_Utonium_Mixing_Stew.png) | |
| You get Aika - a considerate, personal digital assistant. | |
| ### Configuration | |
| Please check [mergekit_config.yml](https://huggingface.co/sethuiyer/Aika-7B/blob/main/mergekit_config.yml) for the merge config. | |
| # [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) | |
| Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_sethuiyer__Aika-7B) | |
| | Metric |Value| | |
| |---------------------------------|----:| | |
| |Avg. |59.25| | |
| |AI2 Reasoning Challenge (25-Shot)|65.36| | |
| |HellaSwag (10-Shot) |81.49| | |
| |MMLU (5-Shot) |53.91| | |
| |TruthfulQA (0-shot) |51.22| | |
| |Winogrande (5-shot) |77.74| | |
| |GSM8k (5-shot) |25.78| | |