CursorCore DS 6.7B by TechxGenus

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  Arxiv:2410.07002   Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Code   Codegen   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

CursorCore DS 6.7B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CursorCore DS 6.7B (TechxGenus/CursorCore-DS-6.7B)

CursorCore DS 6.7B Parameters and Internals

Model Type 
open-source, AI-assisted programming
Use Cases 
Areas:
AI-assisted programming
Applications:
automated editing, inline chat, AI-assisted programming tasks
Primary Use Cases:
aligning during the programming process, web demo
Additional Notes 
CursorCore is an ongoing project with future work planned for improvements.
LLM NameCursorCore DS 6.7B
Repository 🤗https://huggingface.co/TechxGenus/CursorCore-DS-6.7B 
Base Model(s)  deepseek-ai/deepseek-coder-6.7b-base   deepseek-ai/deepseek-coder-6.7b-base
Model Size6.7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerTechxGenus
Model Typellama
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   3.6 GB: 3-of-3
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length16384
Model Max Length16384
Transformers Version4.45.1
Tokenizer ClassLlamaTokenizer
Padding Token<|end▁of▁sentence|>
Vocabulary Size32064
Torch Data Typebfloat16

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...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB870
Speechless Coder Ds 6.7B16K / 13.5 GB18056
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB900
...ir4 Ds Coder6.7b Rmsprop Iter116K / 13.5 GB430
Semcoder S 103016K / 13.5 GB1312
Ds Coder6.7b Rmsprop Iter116K / 13.5 GB670
Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/CursorCore-DS-6.7B.

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227