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

Starcoder2 15B Instruct GPTQ by TechxGenus

 »  All LLMs  »  TechxGenus  »  Starcoder2 15B Instruct GPTQ   URL Share it on

  83   

Starcoder2 15B Instruct GPTQ is an open-source language model by TechxGenus. Features: 15b LLM, VRAM: 9.2GB, Context: 16K, License: bigcode-openrail-m, Quantized, Instruction-Based, LLM Explorer Score: 0.13.

  4-bit   Code   Endpoints compatible   Gptq   Instruct   Quantized   Region:us   Safetensors   Starcoder2
Model Card on HF 🤗: https://huggingface.co/TechxGenus/starcoder2-15b-instruct-GPTQ 

Starcoder2 15B Instruct GPTQ Benchmarks

LLME Score: 0.1257
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder2 15B Instruct GPTQ (TechxGenus/starcoder2-15b-instruct-GPTQ)
🌟 Advertise your project 🚀

Starcoder2 15B Instruct GPTQ Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
may make errors, produce misleading contents, struggle with non-coding tasks
Considerations:
Additional safety testing should be performed before any real-world deployments.
Additional Notes 
Model is a GPTQ quantized version and uses DeepSpeed ZeRO 3 and Flash Attention 2.
Training Details 
Data Volume:
0.7 billion code-related tokens
Methodology:
fine-tuning
LLM NameStarcoder2 15B Instruct GPTQ
Repository 🤗https://huggingface.co/TechxGenus/starcoder2-15b-instruct-GPTQ 
Base Model(s)  Starcoder2 15B Instruct   TechxGenus/starcoder2-15b-instruct
Model Size15b
Required VRAM9.2 GB
Updated2026-04-13
MaintainerTechxGenus
Model Typestarcoder2
Instruction-BasedYes
Model Files  9.2 GB
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureStarcoder2ForCausalLM
Licensebigcode-openrail-m
Context Length16384
Model Max Length16384
Transformers Version4.39.0.dev0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typefloat16

Best Alternatives to Starcoder2 15B Instruct GPTQ

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder2 15B Instruct V0.116K / 31.9 GB1150105
Dolphincoder Starcoder2 15B16K / 31.9 GB80768
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB940
...rCoder2 15B Instruct V0.1 GGUF16K / 6.2 GB610
Starcoder2 15B Instruct V0.116K / 53.4 GB160
Dolphincoder Starcoder2 15B16K / 31.9 GB8469
Starcoder2 15B Instruct16K / 31.9 GB347
Note: green Score (e.g. "73.2") means that the model is better than TechxGenus/starcoder2-15b-instruct-GPTQ.

Rank the Starcoder2 15B Instruct GPTQ 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? 53254 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.
Check out Ag3ntum — our secure, self-hosted AI agent for server management.
Release v20260328a
  Support LLM Explorer