HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

DeepSeek-V2-Chat

deepseek-ai/DeepSeek-V2-Chat

kind
original
quant
bf16 (16-bit)
family
deepseek
modality
text-generation
root model
deepseek-ai/DeepSeek-V2-Chat
provider
deepseek-ai
license
other
language
—
context
—
library
—
vRAM (GB)
—
size on disk
—
downloads
10,482
likes
462
created
—
last modified
2024-06-08T09:14:11+00:00 (2024)
huggingface
https://huggingface.co/deepseek-ai/DeepSeek-V2-Chat
tags
transformerssafetensorsdeepseek_v2text-generationconversationalcustom_codearxiv:2405.04434arxiv:2311.18743license:othereval-resultstext-generation-inferenceendpoints_compatibleregion:us

Benchmark scores (10)

benchmarkcategoryscorecontextconfevidence
GSM8Kmath83.0**GSM8K**medium| **GSM8K** | Math | 83.0 | 80.3 | 63.4 | 79.2 |
BBHreasoning81.0**BBH**medium| **BBH** | English | 81.0 | 78.9 | 68.7 | 78.9 |
MMLUknowledge78.9**MMLU**medium| **MMLU** | English | 78.9 | 77.6 | 71.3 | 78.5 |
CMMLUknowledge69.3**CMMLU**medium| **CMMLU** | Chinese | 69.3 | 60.0 | 70.8 | 84.0 |
MBPPcoding68.6**MBPP**medium| **MBPP** | Code | 68.6 | 64.2 | 57.4 | 66.6 |
C-Evalknowledge67.5**C-Eval**medium| **C-Eval** | Chinese | 67.5 | 58.6 | 66.1 | 81.7 |
HumanEvalcoding48.2**HumanEval**medium| **HumanEval** | Code | 48.2 | 53.1 | 45.1 | 48.8 |
MATHmath42.2**Math**medium| **Math** | Math | 42.2 | 42.5 | 18.7 | 43.6 |
LiveCodeBenchcoding18.8**LiveCodeBench (0901-0401)**medium| **LiveCodeBench (0901-0401)** | Code | 18.8 | 25.0 | 30.5 | 18.3 | 28.7 | 32.5 |
AlpacaEvalchat2.0mediumAlpacaEval 2.0

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Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.