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--- |
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license: apache-2.0 |
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language: |
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- en |
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--- |
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<div style="width: auto; margin-left: auto; margin-right: auto"> |
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<img src="https://github.com/janhq/jan/assets/89722390/35daac7d-b895-487c-a6ac-6663daaad78e" alt="Jan banner" style="width: 100%; min-width: 400px; display: block; margin: auto;"> |
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</div> |
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<p align="center"> |
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<a href="https://jan.ai/">Jan</a> |
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- <a href="https://discord.gg/AsJ8krTT3N">Discord</a> |
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</p> |
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# Model Description |
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This is a highly experimental model for merging models into a MOE model. |
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- base model: [mistralai/Mistral-7B-Instruct-v0.2 ](https://huggingface.co/janhq/trinity-v1) |
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1. [trinity-v1](https://huggingface.co/janhq/trinity-v1): for General Chat |
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2. [OpenHermes-2.5-neural-chat-v3-3-Slerp](https://huggingface.co/Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp): for General Chat |
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3. [AshhLimaRP-Mistral-7B](https://huggingface.co/lemonilia/AshhLimaRP-Mistral-7B): for Role-playing |
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4. [Toppy-M-7B](https://huggingface.co/Undi95/Toppy-M-7B): for Role-playing |
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5. [speechless-code-mistral-7b-v2.0](https://huggingface.co/uukuguy/speechless-code-mistral-7b-v2.0): for Coding |
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6. [Mistral-Trismegistus-7B](https://huggingface.co/teknium/Mistral-Trismegistus-7B): for Writing |
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7. [Mistral-7B-storywriter](https://huggingface.co/Norquinal/Mistral-7B-storywriter): for Writing |
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8. [openchat-3.5-1210](https://huggingface.co/openchat/openchat-3.5-1210): For Logical thinking |
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Special thanks to the interested work of [Chargoddard](https://huggingface.co/chargoddard) and [Undi95](https://huggingface.co/Undi95) |
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```yaml |
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base_model: mistralai/Mistral-7B-Instruct-v0.2 |
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gate_mode: hidden |
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experts: |
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- source_model: janhq/trinity-v1 |
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positive_prompts: |
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- "question" |
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- "answer" |
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- "chat" |
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- "friend" |
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- "assistant" |
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- "[Mode: Chat]" |
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negative_prompts: |
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- "storywriting" |
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- "book" |
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- "story" |
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- "chapter" |
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- "[Mode: Writing]" |
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- source_model: Weyaxi/OpenHermes-2.5-neural-chat-v3-3-Slerp |
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positive_prompts: |
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- "adventure" |
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- "friend" |
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- "chat" |
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- "companion" |
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- "[Mode: Chat]" |
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negative_prompts: |
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- "storywriting" |
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- "book" |
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- "story" |
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- "chapter" |
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- "[Mode: Writing]" |
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- source_model: lemonilia/AshhLimaRP-Mistral-7B |
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positive_prompts: |
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- "roleplay" |
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- "uncensored" |
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- "emotive engagement" |
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- "creative improvisation" |
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- "interactive" |
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- "[Mode: Roleplay]" |
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negative_prompts: |
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- "storywriting" |
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- "book" |
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- "story" |
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- "chapter" |
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- "[Mode: Writing]" |
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- source_model: Undi95/Toppy-M-7B |
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positive_prompts: |
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- "roleplay" |
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- "uncensored" |
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- "emotive engagement" |
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- "creative improvisation" |
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- "interactive" |
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- "[Mode: Roleplay]" |
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- "[Mode: Chat]" |
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negative_prompts: |
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- "storywriting" |
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- "book" |
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- "story" |
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- "chapter" |
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- "[Mode: Writing]" |
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- source_model: uukuguy/speechless-code-mistral-7b-v2.0 |
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positive_prompts: |
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- "algorithm optimization" |
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- "code for calculating" |
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- "programming" |
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- "implementing statistical functions in code" |
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- "solving equations with code" |
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- "data analysis" |
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- "SQL" |
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- "C++" |
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- "Python" |
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- "[Mode: Coding]" |
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- "logical" |
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- "numerical methods in programming" |
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negative_prompts: |
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- "non-technical chat" |
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- "purely theoretical mathematics" |
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- "creative writing or storytelling" |
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- "general conversation unrelated to coding" |
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- "[Mode: Non-Technical Discussion]" |
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- "[Mode: Storytelling]" |
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- source_model: teknium/Mistral-Trismegistus-7B |
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positive_prompts: |
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- "philosphy" |
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- "occult" |
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- "esoteric" |
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- "spiritual" |
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- "alchemy" |
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- "magic" |
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- "[Mode: Occultism]" |
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- "[Mode: Writing]" |
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negative_prompts: |
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- "[Mode: Roleplay]" |
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- "[Mode: Chat]" |
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- "[Mode: Mathematics]" |
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- "chat" |
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- "roleplay" |
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- source_model: Norquinal/Mistral-7B-storywriter |
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positive_prompts: |
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- "storywriting" |
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- "book" |
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- "story" |
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- "chapter" |
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- "tale" |
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- "history" |
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- "write" |
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- "[Mode: Writing]" |
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negative_prompts: |
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- "[Mode: Roleplay]" |
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- "[Mode: Chat]" |
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- "chat" |
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- "roleplay" |
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- source_model: openchat/openchat-3.5-1210 |
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positive_prompts: |
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- "theorem" |
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- "algebra" |
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- "mathematics" |
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- "sqrt(a*x^2 + b*y)" |
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- "solve for" |
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- "equation" |
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- "[Mode: Mathematics]" |
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- "logical" |
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- "planning" |
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- "853295 + 12763" |
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negative_prompts: |
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- "sex" |
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- "roleplay" |
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- "[Mode: Occultism]" |
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- "[Mode: Roleplay]" |
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- "[Mode: Writing]" |
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``` |
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# Run this model |
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You can run this model using [Jan Desktop](https://jan.ai/) on Mac, Windows, or Linux. |
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Jan is an open source, ChatGPT alternative that is: |
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- 💻 **100% offline on your machine** |
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: Your conversations remain confidential, and visible only to you. |
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- 🗂️ **An Open File Format**: Conversations and model settings stay on your computer and can be exported or deleted at any time. |
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- 🌐 **OpenAI Compatible**: Local server on port `1337` with OpenAI compatible endpoints |
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- 🌍 **Open Source & Free**: We build in public; check out our [Github](https://github.com/janhq) |
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# About Jan |
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Jan believes in the need for an open-source AI ecosystem and is building the infra and tooling to allow open-source AIs to compete on a level playing field with proprietary ones. |
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Jan's long-term vision is to build a cognitive framework for future robots, who are practical, useful assistants for humans and businesses in everyday life. |
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# Jan Model Merger |
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This is a test project for merging models. |
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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. |
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| Metric | Value | |
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|-----------------------|---------------------------| |
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| Avg. | ?| |
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| ARC (25-shot) | ? | |
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| HellaSwag (10-shot) | ? | |
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| MMLU (5-shot) | ?| |
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| TruthfulQA (0-shot) | ? | |
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| Winogrande (5-shot) | ? | |
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| GSM8K (5-shot) | ? | |
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# Acknowlegement |
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- [mergekit] |
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(https://github.com/cg123/mergekit) |
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- [DARE](https://github.com/yule-BUAA/MergeLM/blob/main/README.md) |
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- [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness) |
