LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Deepseek Coder 6.7B Base AWQ by TheBloke

 »  All LLMs  »  TheBloke  »  Deepseek Coder 6.7B Base AWQ   URL Share it on

  1786   
  4-bit   Autotrain compatible   Awq Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-...   Codegen   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/deepseek-coder-6.7B-base-AWQ 

Deepseek Coder 6.7B Base AWQ Benchmarks

LLME Score: 0.16059
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Deepseek Coder 6.7B Base AWQ (TheBloke/deepseek-coder-6.7B-base-AWQ)

Deepseek Coder 6.7B Base AWQ Parameters and Internals

Model Type 
deepseek
Training Details 
Data Sources:
2T tokens with 87% code and 13% natural language in English and Chinese
Data Volume:
2 trillion tokens
Context Length:
16384
Model Architecture:
Multi-Head Attention
Input Output 
Input Format:
{prompt}
LLM NameDeepseek Coder 6.7B Base AWQ
Repository 🤗https://huggingface.co/TheBloke/deepseek-coder-6.7B-base-AWQ 
Model NameDeepseek Coder 6.7B Base
Model CreatorDeepSeek
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-base   deepseek-ai/deepseek-coder-6.7b-base
Model Size6.7b
Required VRAM3.9 GB
Updated2025-03-14
MaintainerTheBloke
Model Typedeepseek
Model Files  3.9 GB
AWQ QuantizationYes
Quantization Typeawq
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizerFast
Beginning of Sentence Token<｜begin▁of▁sentence｜>
End of Sentence Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typefloat16

Best Alternatives to Deepseek Coder 6.7B Base AWQ

Best Alternatives
Context / RAM
Downloads
Likes
...epseek Coder 6.7B Instruct AWQ16K / 3.9 GB150616
Deepseek Coder 6.7B Base AWQ16K / 3.9 GB00
...rpreter DS 6.7B 8.0bpw H8 EXL216K / 6.9 GB202
...rpreter DS 6.7B 6.0bpw H6 EXL216K / 5.2 GB162
...rpreter DS 6.7B 4.0bpw H6 EXL216K / 3.6 GB151
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB950
Speechless Coder Ds 6.7B16K / 13.5 GB18416
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB1100
Deepseek Coder 6.7B Base16K / 13.5 GB27199101
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/deepseek-coder-6.7B-base-AWQ.

Rank the Deepseek Coder 6.7B Base AWQ 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  

What open-source LLMs or SLMs are you in search of? 45019 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer