Deepseek Coder 1.3B Instruct By deepseek-ai: Benchmarks, Features and Detailed Analysis. Insights on Deepseek Coder 1.3B Instruct.

Autotrain compatible Codegen Conversational Endpoints compatible Instruct Llama Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct

Deepseek Coder 1.3B Instruct Benchmarks

ARC: 28.58 vs 96.7 (so35)^-70.4%

HellaSwag: 39.87 vs 95.3 (gpt4)^-58.2%

MMLU: 28.47 vs 88.3 (so35)^-67.8%

TruthfulQA: 44.02 vs 59 (gpt4)^-25.4%

WinoGrande: 52.41 vs 87.5 (gpt4)^-40.1%

GSM8K: 1.06 vs 96.4 (so35)^-98.9%

LLME Score: 0.26036

^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 Coder 1.3B Instruct (deepseek-ai/deepseek-coder-1.3b-instruct)

Deepseek Coder 1.3B Instruct Parameters and Internals

Model Type

code generation

Use Cases

Areas:

coding assistant, software development

Applications:

code completion, project-level code corpus analysis

Primary Use Cases:

code completion, code infilling

Supported Languages

English (fluent), Chinese (fluent)

Training Details

Data Sources:

2T tokens consisting of 87% code and 13% natural language in both English and Chinese

Data Volume:

2T tokens

Context Length:

16000

Input Output

Accepted Modalities:

text

LLM Name	Deepseek Coder 1.3B Instruct
Repository 🤗	https://huggingface.co/deepseek-ai/deepseek-coder-1.3b-instruct
Model Size	1.3b
Required VRAM	2.7 GB
Updated	2025-02-22
Maintainer	deepseek-ai
Model Type	llama
Instruction-Based	Yes
Model Files	2.7 GB 2.7 GB
Generates Code	Yes
Model Architecture	LlamaForCausalLM
License	other
Context Length	16384
Model Max Length	16384
Transformers Version	4.33.1
Tokenizer Class	LlamaTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<\|EOT\|>
Vocabulary Size	32256
Torch Data Type	bfloat16

Quantized Models of the Deepseek Coder 1.3B Instruct

Model	Likes	Downloads
...pseek Coder 1.3B Instruct GGUF	34	35399
...pseek Coder 1.3B Instruct GPTQ	6	330
...epseek Coder 1.3B Instruct AWQ	2	133

Best Alternatives to Deepseek Coder 1.3B Instruct

Best Alternatives	Context / RAM	Downloads	Likes
...c Deepseek Coder 1.3B Instruct	16K / 5.4 GB	74	0
Speechless Coder Ds 1.3B	16K / 2.7 GB	1868	0
Hpc Coder V2.1.3B	16K / 2.7 GB	131	4
... 1.3B Instruct Trt Int4 G64 Hf	16K / 0.9 GB	167	0
...t Structured Output Peft Merge	16K / 2.7 GB	119	0
Datascience Coder 1.3B	16K / 2.7 GB	71	1
...pseek Coder 1.3B Instruct GPTQ	16K / 0.9 GB	330	6
...epseek Coder 1.3B Instruct AWQ	8K / 0.9 GB	133	2
...Coder 1.3B Function Calling V1	16K / 2.7 GB	442	1

Rank the Deepseek Coder 1.3B Instruct Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241227

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