Tiny Starcoder Py By bigcode: Benchmarks, Features and Detailed Analysis. Insights on Tiny Starcoder Py.

Autotrain compatible Code Codegen Dataset:bigcode/the-stack-dedu... Endpoints compatible Gpt bigcode Model-index Pytorch Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/bigcode/tiny_starcoder_py

Tiny Starcoder Py Benchmarks

ARC: 20.99 vs 96.7 (so35)^-78.3%

HellaSwag: 28.77 vs 95.3 (gpt4)^-69.8%

MMLU: 26.79 vs 88.3 (so35)^-69.7%

TruthfulQA: 47.68 vs 59 (gpt4)^-19.2%

WinoGrande: 51.22 vs 87.5 (gpt4)^-41.5%

GSM8K: 0.99 vs 96.4 (so35)^-99%

LLME Score: 0.17809

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

What is the LLM Explorer Rank (Score)

Tiny Starcoder Py (bigcode/tiny_starcoder_py)

Tiny Starcoder Py Parameters and Internals

Model Type

text generation

Use Cases

Primary Use Cases:

Assisted Generation

Training Details

Data Sources:

StarCoderData

Data Volume:

100 billion tokens

Context Length:

8000

Training Time:

18 hours

Hardware Used:

32 Tesla A100 GPUs

Model Architecture:

GPT-2 model with multi-query attention and Fill-in-the-Middle objective

Input Output

Input Format:

text (Python code)

Output Format:

generated code

LLM Name	Tiny Starcoder Py
Repository 🤗	https://huggingface.co/bigcode/tiny_starcoder_py
Model Size	164.1m
Required VRAM	0.7 GB
Updated	2025-02-22
Maintainer	bigcode
Model Type	gpt_bigcode
Model Files	0.7 GB 0.7 GB
Generates Code	Yes
Model Architecture	GPTBigCodeForCausalLM
License	bigcode-openrail-m
Transformers Version	4.28.1
Tokenizer Class	GPT2Tokenizer
Vocabulary Size	49152
Torch Data Type	float32
Activation Function	gelu_pytorch_tanh

Best Alternatives to Tiny Starcoder Py

Best Alternatives	Context / RAM	Downloads	Likes
Rlhfmodel	0K / 0.7 GB	76	0
...4 Contract Summarization Step1	0K / 0.7 GB	13	0
...4 Contract Summarization Step2	0K / 0.7 GB	6	0
G24 BTECH PROJECT Step2	0K / 0.7 GB	8	0
G24 BTECH PROJECT Step1	0K / 0.7 GB	7	0
Tiny Starcoder Instruct	0K / 0.7 GB	228	1

Rank the Tiny Starcoder Py 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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Original data from HuggingFace, OpenCompass and various public git repos.

Release v20241227

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Tiny Starcoder Py by bigcode

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Tiny Starcoder Py Benchmarks

Tiny Starcoder Py Parameters and Internals

Best Alternatives to Tiny Starcoder Py

Rank the Tiny Starcoder Py Capabilities

What open-source LLMs or SLMs are you in search of? 43470 in total.