Model reference · open weights

Yi-1.5

LLMs 01-ai Text gen 3 builds Open weights 16k dl/mo

Yi-1.5 is an open-weight language model from 01-ai. Yi-1.5-34B-Chat (BF16) weighs 68.8 GB; the smallest configuration that runs it is H100 80 GB.

  • Yi-1.5 is a text-generation model developed by 01-ai, with the specific 9B-Chat variant containing 8.8B parameters.
  • It is designed for tasks including coding, math, reasoning, and instruction-following, and supports a context length of 4096 tokens.
  • The model is released under the apache-2.0 licence.

Summary of the 01-ai/Yi-1.5-9B-Chat model card, 2026-10-01. The estimate below is for another build of the family.

What it is

Released by01-ai
Released2024-05-10
Parameters8.8B
VRAM68.8 GB for the weights

What it runs on

Memory and cards for Yi-1.5-34B-Chat (BF16)

68.8 GBweights, file size
246 MBcache per 1K tokens
780 MBruntime overhead, at least
4,096 tokenscontext max
CardRequests at onceContext maxMemory
4K each
RTX 3060 12 GB … L40S 48 GB
6 smaller cards
——
A100 80 GB8all 4K78.2 GB
H100 80 GB4all 4K78.1 GB
RTX PRO 6000 Blackwell 96 GB20all 4K93.8 GB
DGX Spark (GB10) 128 GB unified33all 4K107 GB
H200 141 GB64all 4K138 GB
B200 180 GB101all 4K176 GB
2× L40S 48 GB
tensor parallel
17all 4K44.0 GB a card
4× RTX 4090 24 GB
tensor parallel
21all 4K23.4 GB a card
4× RTX 3090 24 GB
tensor parallel
21all 4K23.4 GB a card
4× RTX 5090 32 GB
tensor parallel
51all 4K31.0 GB a card
2× H100 80 GB
tensor parallel
77all 4K78.1 GB a card
2× A100 80 GB
tensor parallel
85all 4K78.2 GB a card
Memory needed at each load
Requests at once4K tokens each
170.6 GB
574.6 GB
877.6 GB
1685.7 GB
32102 GB
64134 GB

One card, with vLLM's small-card settings.

Builds

Sizes, precisions & builds

BuildParamsPrecisionWeightsSmallest setup
Yi-1.5-9B-Chat ↗ 8.8BBF16 17.7 GB2× RTX 3060 12 GB
Yi-1.5-34B-Chat (above) ↗ 34.4BBF16 68.8 GBH100 80 GB
Yi-1.5-6B ↗ 6.1BBF16 12.1 GBRTX 4060 Ti 16 GB

From the model card

What 01-ai says about Yi-1.5

Read the model card

Yi-1.5 is an upgraded version of Yi. It is continuously pre-trained on Yi with a high-quality corpus of 500B tokens and fine-tuned on 3M diverse fine-tuning samples.

Compared with Yi, Yi-1.5 delivers stronger performance in coding, math, reasoning, and instruction-following capability, while still maintaining excellent capabilities in language understanding, commonsense reasoning, and reading comprehension.

ModelContext LengthPre-trained Tokens
Yi-1.54K, 16K, 32K3.6T

Models

Benchmarks

  • Chat models

    Yi-1.5-34B-Chat is on par with or excels beyond larger models in most benchmarks.

    Yi-1.5-9B-Chat is the top performer among similarly sized open-source models.

  • Base models

    Yi-1.5-34B is on par with or excels beyond larger models in some benchmarks.

    Yi-1.5-9B is the top performer among similarly sized open-source models.

Quick Start

For getting up and running with Yi-1.5 models quickly, see README.

Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.

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