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Semcoder 1030 by semcoder

 »  All LLMs  »  semcoder  »  Semcoder 1030   URL Share it on

  563   
  Arxiv:2406.01006   Autotrain compatible   Codegen   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/semcoder/semcoder_1030 

Semcoder 1030 Benchmarks

LLME Score: 0.27659
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Semcoder 1030 (semcoder/semcoder_1030)

Semcoder 1030 Parameters and Internals

LLM NameSemcoder 1030
Repository 🤗https://huggingface.co/semcoder/semcoder_1030 
Model Size6.7b
Required VRAM13.5 GB
Updated2024-12-22
Maintainersemcoder
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 Version4.44.2
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size32256
Torch Data Typefloat16

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Semcoder S 103016K / 13.5 GB6690
...s Coder6.7b Reflct Adamw Iter116K / 13.5 GB4750
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB950
Artigenz Coder DS 6.7B16K / 13.5 GB6270315
...Coder6.7b Reflct Rmsprop Iter116K / 13.5 GB1100
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB870
Deepseek Coder 6.7B Base16K / 13.5 GB4855983
...r6.7b Pos Reflct Rmsprop Iter116K / 13.5 GB900
...ir4 Ds Coder6.7b Rmsprop Iter116K / 13.5 GB430
Ds Coder6.7b Rmsprop Iter116K / 13.5 GB670
Note: green Score (e.g. "73.2") means that the model is better than semcoder/semcoder_1030.

Rank the Semcoder 1030 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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Release v20241217
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