LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Llama3 8B Lima by OpenLeecher

 »  All LLMs  »  OpenLeecher  »  Llama3 8B Lima   URL Share it on

  12   
  Conversational   En   Facebook   Llama   Llama-3   Meta   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/OpenLeecher/llama3-8b-lima 

Llama3 8B Lima Benchmarks

MMLU Pro: 18.07
MUSR: 3.74
BBH: 19.57
IFEval: 43.71 vs 88 (so35)-50.3%
MATH Lvl 5: 5.06
LLME Score: 0.25993
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama3 8B Lima (OpenLeecher/llama3-8b-lima)

Llama3 8B Lima Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Commercial, Research
Applications:
Assistant-like chat, Natural language generation tasks
Primary Use Cases:
Dialogue, Instruction tuning
Limitations:
Must not violate the Acceptable Use Policy or applicable laws, Out-of-scope for languages other than English
Considerations:
Developers must comply with the Acceptable Use Policy and Community License.
Additional Notes 
Open-sourced Purple Llama tools for community use and safety enhancement.
Supported Languages 
English (Fully supported)
Training Details 
Data Sources:
A new mix of publicly available online data.
Data Volume:
15 trillion+ tokens
Methodology:
Supervised Fine-Tuning (SFT), Reinforcement Learning with Human Feedback (RLHF)
Context Length:
8000
Hardware Used:
H100-80GB GPUs
Model Architecture:
Auto-regressive language model; uses Grouped-Query Attention (GQA) for improved inference scalability
Safety Evaluation 
Methodologies:
Red teaming, Adversarial evaluations
Findings:
Model significantly less likely to falsely refuse prompts
Risk Categories:
Misinformation, Cybersecurity, Child Safety
Ethical Considerations:
Responsible Use Guide updated for model and system-level safety.
Responsible Ai Considerations 
Fairness:
Designed to serve a diverse range of applications and respect free thought and expression.
Transparency:
Provided through open consortiums like AI Alliance and MLCommons.
Accountability:
Meta's sustainability program offsets all CO2 emissions.
Mitigation Strategies:
Integration with Purple Llama for additional safety measures.
Input Output 
Input Format:
Text only
Accepted Modalities:
Text
Output Format:
Text and code only
LLM NameLlama3 8B Lima
Repository 🤗https://huggingface.co/OpenLeecher/llama3-8b-lima 
Model Size8b
Required VRAM16.1 GB
Updated2024-11-21
MaintainerOpenLeecher
Model Typellama
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
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Llama3 8B Lima

Best Alternatives
Context / RAM
Downloads
Likes
...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB3927680
MrRoboto ProLong 8B V4i1024K / 16.1 GB661
...o ProLongBASE Pt8 Unaligned 8B1024K / 16.1 GB240
MrRoboto BASE V2 Unholy 8B 64K1024K / 16.1 GB271
Mpasila Viking 8B1024K / 16.1 GB840
Thor V1.4 8B DARK FICTION1024K / 16.1 GB9412
41024K / 16.1 GB3220
Hel V2 8B DARK FICTION1024K / 16.1 GB220
161024K / 16.1 GB1690
...di95 LewdStorytellerMix 8B 64K1024K / 16.1 GB692
Note: green Score (e.g. "73.2") means that the model is better than OpenLeecher/llama3-8b-lima.

Rank the Llama3 8B Lima Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer