SmollerLM 20M Instruct Pruned Base PostPruneRetraining is an open-source language model by mehmetkeremturkcan. Features: 20m LLM, Context: 8K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.17.
Model Card on HF 🤗: https://huggingface.co/mehmetkeremturkcan/SmollerLM-20M-Instruct-Pruned-Base-PostPruneRetraining
SmollerLM 20M Instruct Pruned Base PostPruneRetraining 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 Base PostPruneRetraining Parameters and Internals
| LLM Name | SmollerLM 20M Instruct Pruned Base PostPruneRetraining |
| Repository 🤗 | https://huggingface.co/mehmetkeremturkcan/SmollerLM-20M-Instruct-Pruned-Base-PostPruneRetraining |
| Model Size | 20m |
| Required VRAM | 0 GB |
| Updated | 2025-09-20 |
| Maintainer | mehmetkeremturkcan |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 8192 |
| Model Max Length | 8192 |
| Transformers Version | 4.48.2 |
| Tokenizer Class | GPT2Tokenizer |
| Padding Token | <|endoftext|> |
| Vocabulary Size | 49152 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to SmollerLM 20M Instruct Pruned Base PostPruneRetraining
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 |
| ...lerLM 20M Instruct Pruned Sft5 | 8K / 0.1 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-Base-PostPruneRetraining .
Rank the SmollerLM 20M Instruct Pruned Base PostPruneRetraining Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a