Model Profile

Kimi-K2-Instruct-0905

Name: Kimi-K2-Instruct-0905
Author: moonshotai

4,096 ctxOpen weights

Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.

Identity

ID: moonshotai/Kimi-K2-Instruct-0905

Author: moonshotai

Origin: huggingface_catalog

Arch: unknown

Benchmark Coverage

Scored use cases: 3

Avg confidence: 10.7%

Evidence points: 12

Raw rows: 88

Weighted rows: 15

Catalog Metadata

Parameters: unknown

Context window: 4096

Downloads: 17,256

Some fit rows have limited benchmark evidence.

3 of 3 scored use cases have low confidence or thin contributor coverage.

Coverage Diagnostics

actively scored

Use-Case Scores

Total Measurements

Weighted Measurements

Weighted Sources

Raw Source Coverage

ugi_main 60vectara_hhem_leaderboard 21swe_rebench_leaderboard 7

Weighted Source Coverage

vectara_hhem_leaderboard 12ugi_main 3

Best Use Cases for This Model

Use Case	Vertical	Score	Confidence	Evidence	Top Contributor
Adult ERP roleplay (explicit) use_case.adult.erp_roleplay	adult	8.0%	10.6%	4	UGI Leaderboard: Writing ✍️
Poetry and lyrics use_case.creative.poetry_lyrics	creative	7.9%	10.7%	4	UGI Leaderboard: Writing ✍️
Screenplay scene writing use_case.creative.screenplay_scene	creative	7.9%	10.7%	4	UGI Leaderboard: Writing ✍️

Deployment Fit Calculator

Model

Kimi-K2-Instruct-0905

moonshotai/Kimi-K2-Instruct-0905

Hardware

Quantization: 4-bit

2-bit8-bit

Insufficient

Unknown parameter count. Cannot estimate deployment fit.

Required VRAM

~0.0GB

Est. Throughput

0.00 tok/s

Deployment Fit Matrix

GPU	4-bit	6-bit	8-bit
RTX 3060 12GB	Insufficient	Insufficient	Insufficient
RTX 3090 24GB	Insufficient	Insufficient	Insufficient
RTX 4090 24GB	Insufficient	Insufficient	Insufficient
Mac Studio M2 Ultra 192GB	Insufficient	Insufficient	Insufficient