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Llama 3.1 Nemotron Ultra 253B v1 (Reasoning)

NVIDIALlama开源权重Llama 3.1 Community License

描述

A 253B parameter derivative of Meta Llama 3.1 405B Instruct, developed by NVIDIA using Neural Architecture Search (NAS) and vertical compression. It underwent multi-phase post-training (SFT for Math, Code, Reasoning, Chat, Tool Calling; RL with GRPO) to enhance reasoning and instruction-following. Optimized for accuracy/efficiency tradeoff on NVIDIA GPUs. Supports 128k context.

发布日期
2025-04-07
参数规模
253.0B
上下文长度
128K
支持模态
text

能力雷达图

30
general
64
coding
72
reasoning
53
science
70
agents
0
multimodal

排行榜排名

领域#排名分数来源
代码能力榜386
37.0
AA
通用能力榜457
31.0
AA
科学能力355
42.0
AA

基准测试分数 (LLM Stats)

(LLM Stats (zeroeval))

Chat

IFEvalGoogle Research (2023)89.5%自报

General

BFCL v274.1%自报

Math

MATH-50097.0%自报
AIME 202572.5%自报

Reasoning

GPQANYU + Cohere + Anthropic (2023)76.0%自报
LiveCodeBench66.3%自报

AA 评测指数

(Artificial Analysis)
Math 500(OpenAI (2024), subset of Hendrycks et al. MATH (2021))
95.2
Mmlu Pro(TIGER-Lab (Univ. of Waterloo, Toronto, CMU, 2024))
82.5
Aime(MAA (Mathematical Association of America))
74.7
Gpqa(NYU + Cohere + Anthropic (2023))
72.8
Livecodebench(UC Berkeley + MIT + Cornell (2024))
64.1
Math Index(Artificial Analysis)
63.7
Aime 25(MAA (Mathematical Association of America))
63.7
Ifbench(Google Research (2023))
38.2
Tau2(Sierra + U Toronto + Vector Institute (2025))
11.4
Intelligence Index(Artificial Analysis)
7.5
Hle(Center for AI Safety + Scale AI (2025))
7.4
Terminalbench Hard(Stanford × Laude Institute (2026))
2.3

LLM Stats 分类评分

(LLM Stats (zeroeval))
Chat
90
Instruction Following
90
Structured Output
90
Math
80
Physics
80
Reasoning
80
General
80
Biology
80
Chemistry
80
Code
70
Tool Calling
70

定价

输入价格免费
输出价格免费
混合价格(3:1)免费

速度

Tokens/秒0.0
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