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@yifanmai yifanmai released this 23 Apr 21:35
· 348 commits to main since this release
v0.5.0
ebbb346
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Learn about vigilant mode.

Breaking changes

  • The --run-specs flag was renamed to --run-entries (#2404)
  • The run_specs*.conf files were renamed to run_entries*.conf (#2430)
  • The model_metadata field was removed from schema*.yaml files (#2195)
  • The helm.proxy.clients package was moved to helm.clients (#2413)
  • The helm.proxy.tokenizers package was moved to helm.tokenizers (#2403)
  • The frontend only supports JSON output produced by helm-summarize at version 0.3.0 or newer (#2455)
  • The Sequence class was renamed to GeneratedOutput (#2551)
  • The black linter was upgraded from 22.10.0 to 24.3.0, which produces different output - run pip install --upgrade black==24.3.0 to upgrade this dependency (#2545)
  • The anthropic dependency was upgraded from anthropic~=0.2.5 to anthropic~=0.17 - run pip install --upgrade anthropic~=0.17 to upgrade this dependency (#2432)
  • The openai dependency was upgraded from openai~=0.27.8 to openai~=1.0- run pip install --upgrade openai~=1.0 to upgrade this dependency (#2384)
    • The SQLite cache is not compatible across this dependency upgrade - if you encounter an ModuleNotFoundError: No module named 'openai.openai_object' error after upgrading openai, you will have to delete your old OpenAI SQLite cache (e.g. by running rm prod_env/cache/openai.sqlite)

Scenarios

  • Added DecodingTrust (#1827)
  • Added Hateful Memes (#1992)
  • Added MMMU (#2259)
  • Added Image2Structure (#2267, #2472)
  • Added MMU (#2259)
  • Added LMEntry (#1694)
  • Added Unicorn vision-language scenario (#2456)
  • Added Bingo vision-language scenario (#2456)
  • Added MultipanelVQA (#2517)
  • Added POPE (#2517)
  • Added MuliMedQA (#2524)
  • Added ThaiExam (#2534)
  • Added Seed-Bench and MME (#2559)
  • Added Mementos vision-language scenario (#2555)
  • Added Unitxt integration (#2442, #2553)

Models

  • Added OpenAI gpt-3.5-turbo-1106, gpt-3.5-turbo-0125, gpt-4-vision-preview, gpt-4-0125-preview, and gpt-3.5-turbo-instruct (#2189, #2295, #2376, #2400)
  • Added Google Gemini 1.0, Gemini 1.5, and Gemini Vision (#2186, #2189, #2561)
  • Improved handling of content blocking in the Vertex AI client (#2546, #2313)
  • Added Claude 3 (#2432, #2440, #2536)
  • Added Mistral Small, Medium and Large (#2307, #2333, #2399)
  • Added Mixtral 8x7b Instruct and 8x22B (#2416, #2562)
  • Added Luminous Multimodal (#2189)
  • Added Llava and BakLava (#2234)
  • Added Phi-2 (#2338)
  • Added Qwen1.5 (#2338, #2369)
  • Added Qwen VL and VL Chat (#2428)
  • Added Amazon Titan (#2165)
  • Added Google Gemma (#2397)
  • Added OpenFlamingo (#2237)
  • Removed logprobs from models hosted on Together (#2325)
  • Added support for vLLM (#2402)
  • Added DeepSeek LLM 67B Chat (#2563)
  • Added Llama 3 (#2579)
  • Added DBRX Instruct (#2585)

Framework

  • Added support for text-to-image models (#1939)
  • Refactored of Metric class structure (#2170, #2171, #2218)
  • Fixed bug in computing general metrics (#2172)
  • Added a --disable-cache flag to disable caching in helm-run (#2143)
  • Added a --schema-path flag to support user-provided schema.yaml files in helm-summarize (#2520)

Frontend

  • Switched to the new React frontend for local development by default (#2251)
  • Added support for displaying images (#2371)
  • Made various improvements to project and version dropdown menus (#2272, #2401, #2458)
  • Made row and column headers sticky in leaderboard tables (#2273, #2275)

Evaluation Results

  • Lite v1.1.0
    • Added results for Phi-2 and Mistral Medium
  • Lite v1.2.0
    • Added results for Llama 3, Mixtral 8x22B, OLMo, Qwen1.5, and Gemma
  • HEIM v1.1.0
    • Added results for Adobe GigaGAN and DeepFloyd IF
  • Instruct v1.0.0
    • Initial release with results for OpenAI GPT-4, OpenAI GPT-3.5 Turbo, Anthropic Claude v1.3, Cohere Command beta
  • MMLU v1.0.0
    • Initial release with 22 models
  • MMLU v1.1.0
    • Added results for Llama 3, Mixtral 8x22B, OLMo, and Qwen1.5 (32B)

Contributors

Thank you to the following contributors for your work on this HELM release!

Contributors

yifanmai, percyliang, and 27 other contributors
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