Name: Deepseek Llm 7B Base
Author: deepseek-ai

Deepseek Llm 7B Base is an open-source language model by deepseek-ai. Features: 7b LLM, VRAM: 13.9GB, Context: 4K, License: other, LLM Explorer Score: 0.2, Arc: 68.3, HellaSwag: 73.4, MMLU: 49.3, GSM8K: 18.3.

Endpoints compatible Llama Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-llm-7b-base

Deepseek Llm 7B Base Benchmarks

IFEval: 21.79 vs 88 (so35)^-75.2%

ARC: 68.3 vs 96.7 (so35)^-29.4%

HellaSwag: 73.4 vs 95.3 (gpt4)^-23%

MMLU: 49.3 vs 88.3 (so35)^-44.2%

GSM8K: 18.3 vs 96.4 (so35)^-81%

OpenCompas: 44.4 vs 73.3 (gpt4)^-39.4%

Exam: 47.3 vs 77.2 (gpt4)^-38.7%

Language: 37.4 vs 62 (gpt4)^-39.7%

Knowledge: 46.5 vs 73.5 (gpt4)^-36.7%

Understand: 51 vs 70 (gpt4)^-27.1%

Reasoning: 42.5 vs 74.4 (gpt4)^-42.9%

MATH Lvl 5: 1.96

LLME Score: 0.19578

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Deepseek Llm 7B Base (deepseek-ai/deepseek-llm-7b-base)

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Deepseek Llm 7B Base Parameters and Internals

Model Type

language model

Use Cases

Areas:

research

Supported Languages

English (advanced), Chinese (advanced)

Training Details

Data Volume:

2 trillion tokens

Methodology:

trained from scratch

Model Architecture:

Multi-Head Attention

LLM Name	Deepseek Llm 7B Base
Repository 🤗	https://huggingface.co/deepseek-ai/deepseek-llm-7b-base
Model Size	7b
Required VRAM	13.9 GB
Updated	2026-03-31
Maintainer	deepseek-ai
Model Type	llama
Model Files	10.0 GB: 1-of-2 3.9 GB: 2-of-2
Model Architecture	LlamaForCausalLM
License	other
Context Length	4096
Model Max Length	4096
Transformers Version	4.33.1
Tokenizer Class	LlamaTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Vocabulary Size	102400
Torch Data Type	bfloat16

Quantized Models of the Deepseek Llm 7B Base

Model	Likes	Downloads	VRAM
Deepseek Llm 7B Base GGUF	7	640	3 GB
Deepseek Llm 7B Base AWQ	2	138	4 GB
Deepseek Llm 7B Base GPTQ	2	12	4 GB

Best Alternatives to Deepseek Llm 7B Base

Best Alternatives	Context / RAM	Downloads
124	1024K / 16.1 GB	93
162	1024K / 16.1 GB	60
157	1024K / 16.1 GB	101
118	1024K / 16.1 GB	15
A5.4	1024K / 16.1 GB	12
A6 L	1024K / 16.1 GB	201
A3.4	1024K / 16.1 GB	13
A2.4	1024K / 16.1 GB	12
M	1024K / 16.1 GB	127
2 Very Sci Fi	1024K / 16.1 GB	317

Note: green Score (e.g. "73.2") means that the model is better than deepseek-ai/deepseek-llm-7b-base.

Rank the Deepseek Llm 7B Base Capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

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Release v20260328a

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Deepseek Llm 7B Base by deepseek-ai

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