The Language Model Evaluation Harness is the backend for 🤗 Hugging Face's popularOpen LLM Leaderboard, has been used inhundreds of papers, and is used internally by dozens of organizations including NVIDIA, C
Add vLLM FAQs to README (#1625) by@haileyschoelkopfin#1633 peft Version Assertion by@LameloBallyin#1635 Seq2seq fix by@lintangsutawikain#1604 Integration of NeMo models into LM Evaluation Harness library by@sergiopperezin#1598 Fix conditional import for Nemo LM class by@haileyschoelkopfin#16...
通用基准:基于语言模型评估工具(Language Model Evaluation Harness),Open LLM排行榜是通用LLM(如ChatGPT)的主要基准。还有其他流行的基准,如BigBench、MT-Bench等。 任务特定基准:像摘要、翻译和问答这样的任务有专门的基准、指标,甚至还有子领域(如医学、金融等),例如PubMedQA用于生物医学问答。 人类评估:最可靠的评...
OffersBYOF(bring-your-own-flows). Acomplete platformfor developing multiple use-cases related to LLM-infused applications. Offersconfiguration based development. No need to write extensive boiler-plate code. Provides execution of bothprompt experimentation and evaluationlocally as well on cloud...
GPT-NeoX supports evaluation on downstream tasks through thelanguage model evaluation harness. To evaluate a trained model on the evaluation harness, simply run: python ./deepy.py eval.py -d configs your_configs.yml --eval_tasks task1 task2 ... taskn ...
lm-evaluation-harness—开源的 LLM 评测框架 这是一个是用于评估大型语言模型的框架,能够测试模型在多种任务中的表现。它提供了超过 60 个学术基准测试,支持多种模型框架、本地模型、云服务(如 OpenAI) EleutherAI ·Python·3 个月前 354 llm-universe—《动手学大模型应用开发》 ...
Additionally, theevaluate()function offers the core evaluation functionality provided by the library, but without some of the special handling and simplification + abstraction provided bysimple_evaluate(). Seehttps://github.com/EleutherAI/lm-evaluation-harness/blob/365fcda9b85bbb6e0572d91976b8daf40916...
jalm-evaluation-private/.envファイルを作成し、AzureのAPIキーを入力する。 AZURE_OPENAI_KEY=... AZURE_OPENAI_ENDPOINT=... 日本語の評価 llm-jp-eval,bigcode-evaluation-harness,lm-sys/FastChat, およびJP LM Evaluation Harnessの一部を採用 ...
LLM Serving Performance Evaluation Harness. Contribute to project-etalon/etalon development by creating an account on GitHub.
lm-evaluation-harness: A framework for few-shot evaluation of language models. opencompass: OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets. llm-comparator: LLM Comparator is ...