SmollerLM 20M Instruct Pruned Sft5 is an open-source language model by mehmetkeremturkcan. Features: 20m LLM, VRAM: 0.1GB, Context: 8K, Instruction-Based, LLM Explorer Score: 0.17.
Base model:finetune:mehmetkere... Base model:mehmetkeremturkcan/... Conversational Dataset:huggingfacetb/smol-smo... Endpoints compatible Generated from trainer Instruct Llama Region:us Safetensors Sft Tensorboard Trl
Model Card on HF 🤗: https://huggingface.co/mehmetkeremturkcan/SmollerLM-20M-Instruct-Pruned-sft5
SmollerLM 20M Instruct Pruned Sft5 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)
SmollerLM 20M Instruct Pruned Sft5 Parameters and Internals
| LLM Name | SmollerLM 20M Instruct Pruned Sft5 |
| Repository 🤗 | https://huggingface.co/mehmetkeremturkcan/SmollerLM-20M-Instruct-Pruned-sft5 |
| Model Name | SmollerLM-20M-Instruct-Pruned-sft5 |
| Base Model(s) | |
| Model Size | 20m |
| Required VRAM | 0.1 GB |
| Updated | 2026-05-14 |
| Maintainer | mehmetkeremturkcan |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.48.1 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|im_end|> |
| Vocabulary Size | 49152 |
| Torch Data Type | float32 |
| Errors | replace |
Best Alternatives to SmollerLM 20M Instruct Pruned Sft5
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Bagel 20B V04 Llama | 32K / 39.6 GB | 10 | 7 |
| Bagel DPO 20B V04 Llama | 32K / 39.6 GB | 18 | 3 |
| ...lm2 1.7B Distilled GPT Oss 20B | 8K / 0 GB | 14 | 3 |
| ...runed Base PostPruneRetraining | 8K / 0 GB | 5 | 0 |
| Rose 20B | 4K / 39.9 GB | 124 | 45 |
| ...I Llama2 Ko En Instruct 20B V1 | 2K / 40.4 GB | 5 | 0 |
| Rose 20B GPTQ | 4K / 10.5 GB | 14 | 3 |
| Rose 20B AWQ | 4K / 10.9 GB | 8 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than mehmetkeremturkcan/SmollerLM-20M-Instruct-Pruned-sft5 .
Rank the SmollerLM 20M Instruct Pruned Sft5 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a