What are the hardware requirements for Llama 3 1 8B Math Orca Spectrum 10K Ep1?

Llama 3 1 8B Math Orca Spectrum 10K Ep1 requires approximately 16.1 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Llama 3 1 8B Math Orca Spectrum 10K Ep1 and how large is it?

Llama 3 1 8B Math Orca Spectrum 10K Ep1 is developed by philschmid, a model with 8b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Llama 3 1 8B Math Orca Spectrum 10K Ep1?

Llama 3 1 8B Math Orca Spectrum 10K Ep1 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Llama 3 1 8B Math Orca Spectrum 10K Ep1 by philschmid — VRAM 16.1GB, 128K context

Name: Llama 3 1 8B Math Orca Spectrum 10K Ep1
Author: philschmid

Llama 3 1 8B Math Orca Spectrum 10K Ep1 is an open-source language model by philschmid. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, LLM Explorer Score: 0.16.

Conversational Endpoints compatible Generated from trainer Llama Region:us Safetensors Sft Sharded Tensorboard Tensorflow Trl

Model Card on HF 🤗: https://huggingface.co/philschmid/llama-3-1-8b-math-orca-spectrum-10k-ep1

Llama 3 1 8B Math Orca Spectrum 10K Ep1 Parameters and Internals

LLM Name	Llama 3 1 8B Math Orca Spectrum 10K Ep1
Repository 🤗	https://huggingface.co/philschmid/llama-3-1-8b-math-orca-spectrum-10k-ep1
Model Name	llama-3-1-8b-math-orca-spectrum-10k-ep1
Base Model(s)	Meta-Llama/Meta-Llama-3.1-8B Meta-Llama/Meta-Llama-3.1-8B
Model Size	8b
Required VRAM	16.1 GB
Updated	2026-08-05
Maintainer	philschmid
Model Type	llama
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 4.9 GB: 3-of-4 1.2 GB: 4-of-4 0.0 GB
Model Architecture	LlamaForCausalLM
Context Length	131072
Model Max Length	131072
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|eot_id\|>
Vocabulary Size	128256
Torch Data Type	bfloat16

Rank the Llama 3 1 8B Math Orca Spectrum 10K Ep1 capabilities

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Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Llama 3 1 8B Math Orca Spectrum 10K Ep1

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...otron 8B UltraLong 1M Instruct	1048K / 32.1 GB	702	59
...xis Bookwriter Llama3.1 8B Sft	1048K / 16.1 GB	25	4

Note: green Score (e.g. "73.2") means that the model is better than philschmid/llama-3-1-8b-math-orca-spectrum-10k-ep1.