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

Starcoder 1B Textbook by jinaai

 »  All LLMs  »  jinaai  »  Starcoder 1B Textbook   URL Share it on

  9   

Starcoder 1B Textbook is an open-source language model by jinaai. Features: 1b LLM, VRAM: 4.5GB, License: cc-by-nc-sa-4.0, Code Generating, LLM Explorer Score: 0.09.

  Codegen   Dataset:jinaai/code exercises   En   Endpoints compatible   Gpt bigcode   Humaneval   Model-index   Pytorch   Region:us   Starcoder
Model Card on HF 🤗: https://huggingface.co/jinaai/starcoder-1b-textbook 

Starcoder 1B Textbook Benchmarks

LLME Score: 0.09132
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Starcoder 1B Textbook (jinaai/starcoder-1b-textbook)
🌟 Advertise your project 🚀

Starcoder 1B Textbook Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model was trained and released by Jina.ai.
Supported Languages 
en (full)
Training Details 
Data Sources:
https://huggingface.co/datasets/jinaai/code_exercises
Methodology:
full parameter fine-tuning
Training Time:
12 hours
Hardware Used:
Nvidia A40
Input Output 
Input Format:
Python function prompts
Accepted Modalities:
text
Output Format:
Generated code
LLM NameStarcoder 1B Textbook
Repository 🤗https://huggingface.co/jinaai/starcoder-1b-textbook 
Model Size1b
Required VRAM4.5 GB
Updated2026-04-02
Maintainerjinaai
Model Typegpt_bigcode
Model Files  4.5 GB
Supported Languagesen
Generates CodeYes
Model ArchitectureGPTBigCodeForCausalLM
Licensecc-by-nc-sa-4.0
Transformers Version4.31.0
Tokenizer ClassGPT2Tokenizer
Vocabulary Size49152
Torch Data Typefloat32
Activation Functiongelu_pytorch_tanh

Best Alternatives to Starcoder 1B Textbook

Best Alternatives
Context / RAM
Downloads
Likes
Starcoder 1B8K /  GB61
A3ON 1B0K / 2.3 GB123
Starcoder 1B Python0K / 2.3 GB120
CodeBarcenas 1B0K / 2.3 GB18490
...nal Copilot A100 40GB Colab 1B0K / 2.3 GB61
...Personal Copilot T4 40GB Colab0K / 2.3 GB31
Starcoderbase 1B Hf Python0K / 2.3 GB61
Codes 1B0K / 4.5 GB11273
Codes 1B Spider0K / 4.5 GB90
Starcoderbase 1B0K / 4.5 GB180
Note: green Score (e.g. "73.2") means that the model is better than jinaai/starcoder-1b-textbook.

Rank the Starcoder 1B Textbook 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? 52473 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