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URL: https://willitrunai.com/models/neural-chat-7b

โ‡ฑ Neural Chat 7B VRAM Requirements โ€” GPU Compatibility


๐Ÿ‘ Intel
Intel

Neural Chat 7B

Legacy
๐Ÿ‘ huggingface
HuggingFace๐Ÿ‘ ollama
Ollama
3.0KDownloads83LikesNov 2023Released8K tokensContextApache 2.0License3 EntryQuality

Neural Chat 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.

Get started

โ€” copy & paste to run locally

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

Run

ollama run neural-chat

Quick specs

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

About this model

Context length for this model: 8192 tokens (same as https://huggingface.co/mistralai/Mistral-7B-v0.1)

  • โ€ขAdd the first two numbers: 100 + 520
  • โ€ขAdd the result from step 1 to the third number: (100 + 520) + 60

Your hardware

Detecting...

Quick picks

๐Ÿ‘ Intel
Best budgetC
Intel Arc B570 10GB~$219 โ€” 52 tok/s
๐Ÿ‘ NVIDIA
Best overallB
RTX 3080 Ti 12GB~$1,199 โ€” 98 tok/s

Best hardware

Top picks for Neural Chat 7B

RTX 3080 Ti 12GBB
12 GB
RTX 4070 12GBB
12 GB
RTX 4070 Super 12GBB
12 GB
RTX 5070 12GBB
12 GB
RTX 2080 Ti 11GBB
11 GB

Run this model

Neural Chat 7B on RTX 3080 Ti 12GBNeural Chat 7B on RTX 4070 12GBNeural Chat 7B on RTX 4070 Super 12GB

Quantization options

VRAM estimates by quant level

No hardware detected โ€” fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
2.7 GB
Lowโ€”
Q3_K_S
3
3.4 GB
Lowโ€”
NVFP4
4
3.9 GB
Mediumโ€”
Q4_K_M
4
4.3 GB
Mediumโ€”
Q5_K_M
5
5.0 GB
Highโ€”
Q6_K
6
5.7 GB
Highโ€”
Q8_0
8
7.5 GB
Very Highโ€”
F16
16
14.3 GB
Maximumโ€”

Quality benchmarks

Neural Chat 7B benchmark scores

Benchmark verified

Reasoning

MMLU-Pro18.1%
GPQA Diamond5.3%
MATH-5004.1%
ARC Challengeโ€”

General

Chatbot Arenaโ€”
IFEval47.6%

Source: community ยท 2025-01-01

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

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

Frequently asked questions

FAQ โ€” Neural Chat 7B

See also

Quantization GuideScoring MethodologyVRAM Calculator