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OpenChatOpenChat

OpenChat 7B

Legado
2.0KDownloads278CurtidasDec 2023Publicado8K tokensContextoApache 2.0Licença9 InicialQualidade

OpenChat 7B (7B parameters) requires approximately 8.0 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 10 GB of VRAM.

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— copie e cole para rodar localmente

Copy-paste commands to run OpenChat 7B on your machine.

Run

ollama run openchat

Quick specs

Parameters7B
Architecturedense
Context8K tokens
Modalitytext
Min RAM2.7 GB
Rec. RAM4.3 GB (Q4_K_M)
LicenseApache 2.0
FamilyOpenChat
Chat

About this model

Advancing Open-source Language Models with Mixed-Quality Data

  • Write a detailed feedback that assess the quality of the response strictly based on the given score rubric, not evaluating in general
  • After writing a feedback, write a score that is an integer between 1 and 5. You should refer to the score rubric
  • The output format should look as follows: "Feedback: (write a feedback for criteria) [RESULT] (an integer number between 1 and 5)"
  • Please do not generate any other opening, closing, and explanations

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Opções de quantização

Estimativas de VRAM por nível de quantização

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
2.7 GB
Low
Q3_K_S
3
3.4 GB
Low
NVFP4
4
3.9 GB
Medium
Q4_K_M
4
4.3 GB
Medium
Q5_K_M
5
5.0 GB
High
Q6_K
6
5.7 GB
High
Q8_0
8
7.5 GB
Very High
F16
16
14.3 GB
Maximum

Quality benchmarks

OpenChat 7B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro23.8%
GPQA Diamond6.8%
MATH-5007.9%
ARC Challenge62.0%

General

Chatbot Arena
IFEval60.4%

Source: community · 2024-01-06

Compatibilidade de hardware

Estimativas de compatibilidade para todo o hardware

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Computing compatibility...

Detalhamento de memória

Reference: RTX 2060 6GB

Weights4.3 GB
KV Cache2.0 GB
Runtime1.2 GB
Headroom0.6 GB

Perguntas frequentes

FAQ — OpenChat 7B

Veja também