Prem 1B 32K is an open-source language model by ucalyptus. Features: 1b LLM, VRAM: 1.4GB, License: apache-2.0, LLM Explorer Score: 0.13.
Adapter Base model:adapter:prem-resear... Base model:prem-research/prem-... Finetuned Generated from trainer Llama Lora Peft Region:us Safetensors Tensorboard
Model Card on HF 🤗: https://huggingface.co/ucalyptus/prem-1B-32k
Prem 1B 32K 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)
Prem 1B 32K Parameters and Internals
| Model Type |
| ||||||
| Training Details |
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| LLM Name | Prem 1B 32K |
| Repository 🤗 | https://huggingface.co/ucalyptus/prem-1B-32k |
| Base Model(s) | |
| Model Size | 1b |
| Required VRAM | 1.4 GB |
| Updated | 2026-05-07 |
| Maintainer | ucalyptus |
| Model Files | |
| Model Architecture | Adapter |
| License | apache-2.0 |
| Is Biased | none |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <|end_of_text|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|q_proj|k_proj|v_proj |
| LoRA Alpha | 1024 |
| LoRA Dropout | 0.1 |
| R Param | 1024 |
Best Alternatives to Prem 1B 32K
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...ma 3 1B It Reasoning Grpo Lora | 0K / 0.2 GB | 14 | 5 |
| Openhermes 1B Olmo Sft Qlora | 0K / 0 GB | 7 | 0 |
| Zephyr 1B Olmo Sft Qlora | 0K / 0 GB | 5 | 1 |
| ...iabolic6045 ELN AOC CAIN QLoRA | 0K / 0 GB | 5 | 0 |
| Llama 3.2 1B Airoboros Merged | 0K / 0.1 GB | 7 | 0 |
| ...la Alpaca Orca Instruct V0.0.1 | 0K / 1.1 GB | 10 | 0 |
| Peft Starcoder Lora Python | 0K / 0 GB | 14 | 0 |
| Prem 1B Chat 32K | 0K / 1.4 GB | 9 | 1 |
| ...ama 3 1M Context Gradient Lora | 0K / 3.5 GB | 0 | 12 |
| Falcon Arxiv Long Summary 1B | 0K / 0.2 GB | 11 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than ucalyptus/prem-1B-32k .
Rank the Prem 1B 32K Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a