Meta's 8B-parameter base (pretrained) Llama 3 language model, released in 2024. Not instruction-tuned.
Context window
8K
tokens
Parameters
8B
parameters
Release date
18 April 2024
Access:DownloadAPIDeployment:💻 Local☁ Cloud
Overview
Access & deployment
DownloadAPI
LocalCloud
Weights: Open weights
Key parameters
📏 Context: 8K
🧩 Parameters: 8B
✓ Fine-tuning
📥 Input: text
Technical specification
Context window
8K
tokens
Parameters
8B
parameters
Knowledge cutoff
1 Mar 2023
Knowledge boundary
License
Meta Llama 3 Community License
Hardware requirements
The 8B model fits on a single consumer/server GPU; in BF16 it needs roughly 16 GB of memory, less when quantized.
Features:✓ Fine-tuning
Modalities
⬇ Input
text
⬆ Output
textcode
Capabilities and applications
Native model capabilities
Coding
Generating, analysing and modifying code in many programming languages. Covers writing functions, debugging, refactoring, code review, and creating tests. Measured by benchmarks such as HumanEval and SWE-bench.
Category: coding
Benchmark results
4 benchmarks
MMLU
accuracy · 5-shot
66.6%
📅 18 Apr 2024📄 Hugging Face model card
ARC-Challenge
accuracy
78.6%
📅 18 Apr 2024📄 Hugging Face model card
CommonSenseQA
accuracy
72.6%
📅 18 Apr 2024📄 Hugging Face model card
SQuAD
76.4%
📅 18 Apr 2024📄 Hugging Face model card
