lm-sys / lm-sys/FastChat

Submission Request* Deus-XM - Dual-Model Consensus System

Open
#3,756 0 comments 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

Dominant language
Python
Stars
39.5k
Forks
4.8k
PR merge metrics
No merged PRs in 30d

Description

Model Information

Architecture
Deus-XM combines Gemini 2.0 Flash and Claude Sonnet 4 in a consensus-based
architecture with RAG enhancement via Pinecone vector database.

Self-Reported Benchmark Results

Benchmark Score
GSM8K 95.8%
TruthfulQA 89.5%
MMLU 83.0%
GPQA 44.0%

Request
I request inclusion in Chatbot Arena for community evaluation.
My API is live and supports the OpenAI chat completions format.
I can provide API access for your evaluation infrastructure.
I'm soloing the industry to show everyone a better way.

Contact
justin@solsticestudio.ai

gsm8k_Deus-XM_20251201_231203.json
mmlu_Deus-XM_20251202_031233.json
truthfulqa_Deus-XM_20251202_000212.json
gpqa_Deus-XM_20251202_114551.json

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No repository files, tests, or entry points are identified; start by locating the Chatbot Arena model-submission and evaluation workflow in the Python codebase. Confirm the maintainer's requirements for external model access and define whether completion means a supported integration or an evaluated listing.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
ai, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.