Quark 50M is an open-source language model by OvercastLab. Features: 50m LLM, VRAM: 0.1GB, Context: 2K, License: apache-2.0, LLM Explorer Score: 0.3.
50m Code Conversational Dataset:huggingfacetb/smollm-c... En Gqa Instruct Llama Pytorch Region:us Rmsnorm Safetensors Smol Swiglu
Model Card on HF 🤗: https://huggingface.co/ThingAI/Quark-50m
Quark 50M Benchmarks
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)
Quark 50M Parameters and Internals
| LLM Name | Quark 50M |
| Repository 🤗 | https://huggingface.co/ThingAI/Quark-50m |
| Model Size | 50m |
| Required VRAM | 0.1 GB |
| Updated | 2026-05-27 |
| Maintainer | OvercastLab |
| Model Type | llama |
| Model Files | |
| Supported Languages | en code |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 2048 |
| Model Max Length | 2048 |
| Transformers Version | 5.6.2 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 49152 |
| Errors | replace |
Best Alternatives to Quark 50M
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Nyun C2 Llama3 50B | 8K / 100.8 GB | 5 | 11 |
| Quark 50M Instruct | 2K / 0.1 GB | 946 | 2 |
| Tf3 50M Base | 2K / 0.2 GB | 12 | 0 |
| Supra 50M Reasoning | 1K / 0.1 GB | 35 | 8 |
| Supra 50M Instruct ONNX | 1K / GB | 80 | 3 |
| Supra 50M Base | 1K / 0.2 GB | 0 | 3 |
| Toyllama 50M | 0.3K / 0.2 GB | 11 | 0 |
| Supra 50M Instruct | 1K / 0.1 GB | 8380 | 35 |
Note: green Score (e.g. "73.2") means that the model is better than ThingAI/Quark-50m .
Rank the Quark 50M Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a