NaturalLM is an open-source language model by qingy2019. Features: 12.2b LLM, VRAM: 24.5GB, Context: 1000K, License: apache-2.0, Quantized, LLM Explorer Score: 0.17.
4bit Autotrain compatible En Endpoints compatible Mistral Quantized Region:us Safetensors Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/qingy2019/NaturalLM
NaturalLM 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)
NaturalLM Parameters and Internals
| LLM Name | NaturalLM |
| Repository 🤗 | https://huggingface.co/qingy2019/NaturalLM |
| Base Model(s) | |
| Model Size | 12.2b |
| Required VRAM | 24.5 GB |
| Updated | 2024-12-04 |
| Maintainer | qingy2019 |
| Model Type | mistral |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | MistralForCausalLM |
| License | apache-2.0 |
| Context Length | 1024000 |
| Model Max Length | 1024000 |
| Transformers Version | 4.46.3 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <pad> |
| Vocabulary Size | 131072 |
| Torch Data Type | bfloat16 |
Best Alternatives to NaturalLM
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| NemoR | 1000K / 24.5 GB | 24 | 0 |
| Nemo Carpmuscle V0.1 | 1000K / 24.5 GB | 14 | 1 |
| ...d 1.0 Nemo Base 2407 Ita 16bit | 1000K / 24.5 GB | 2579 | 4 |
| NaturalLM | 1000K / 24.5 GB | 9 | 6 |
| ... Mistral Nemo Base 2407 Sft V1 | 1000K / 24.5 GB | 49 | 1 |
| ...all MathMistral Nemo Base 2407 | 1000K / 24.5 GB | 8 | 1 |
| Luca MN Bf16 | 128K / 24.5 GB | 6 | 0 |
| ...aptain Eris Violet GRPO V0.420 | 1000K / 24.5 GB | 39 | 24 |
| ...istral Nemo Instruct 2407 MPOA | 1000K / 24.5 GB | 26 | 2 |
| ...ish Mistral Nemo Instruct 2407 | 1000K / 24.5 GB | 77 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than qingy2019/NaturalLM .
Rank the NaturalLM Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a