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Nomic Embed Text v1.5

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17.6M下载量838点赞Feb 2024发布日期8K tokens上下文Apache 2.0许可证76 优秀质量

Nomic Embed Text v1.5 (0.13699999451637268B parameters) requires approximately 2.6 GB of VRAM with F16 quantization. For the best balance of quality and speed, we recommend hardware with at least 3 GB of VRAM.

快速开始

— 复制粘贴即可本地运行

Copy-paste commands to run Nomic Embed Text v1.5 on your machine.

Run

ollama run nomic-embed-text

Quick specs

Parameters0.14B
Architecturedense
Context8K tokens
Modalityembedding
Min RAM0.1 GB
Rec. RAM0.3 GB (F16)
LicenseApache 2.0
FamilyNomic Embed
RAG

About this model

Exciting Update!: `nomic-embed-text-v1.5` is now multimodal! nomic-embed-vision-v1.5 is aligned to the embedding space of `nomic-embed-text-v1.5`, meaning any text embedding is multimodal!

  • Nomic: https://nomic.ai
  • Discord: https://discord.gg/myY5YDR8z8
  • Twitter: https://twitter.com/nomic_ai

你的硬件

检测中...

快速推荐

最佳硬件

Nomic Embed Text v1.5 的最佳选择

运行此模型

量化选项

各量化级别的 VRAM 估算

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.1 GB
Low
Q3_K_S
3
0.1 GB
Low
NVFP4
4
0.1 GB
Medium
Q4_K_M
4
0.1 GB
Medium
Q5_K_M
5
0.1 GB
High
Q6_K
6
0.1 GB
High
Q8_0
8
0.1 GB
Very High
F16
16
0.3 GB
Maximum

硬件兼容性

全部硬件的适配估算

打开计算器

Computing compatibility...

内存详细分析

Reference: RTX 2060 6GB

Weights0.3 GB
KV Cache0.5 GB
Runtime1.2 GB
Headroom0.6 GB

常见问题

FAQ — Nomic Embed Text v1.5

另请参阅