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Summary Llama3 8B F16 Full by vincentmireau

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  Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational   En   Endpoints compatible   Fp16   Instruct   Llama   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/vincentmireau/summary-llama3-8b-f16-full 

Summary Llama3 8B F16 Full Benchmarks

LLME Score: 0.19672
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Summary Llama3 8B F16 Full (vincentmireau/summary-llama3-8b-f16-full)

Summary Llama3 8B F16 Full Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This model was fine-tuned and trained 2x faster using the Unsloth methods and Huggingface's TRL library.
LLM NameSummary Llama3 8B F16 Full
Repository 🤗https://huggingface.co/vincentmireau/summary-llama3-8b-f16-full 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainervincentmireau
Model Typellama
Instruction-BasedYes
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
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Summary Llama3 8B F16 Full

Model
Likes
Downloads
VRAM
Summary Llama3 8B Q4 K M0264 GB

Best Alternatives to Summary Llama3 8B F16 Full

Best Alternatives
Context / RAM
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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB312
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB141
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB62
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB825
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB2117
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB61
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB51
Note: green Score (e.g. "73.2") means that the model is better than vincentmireau/summary-llama3-8b-f16-full.

Rank the Summary Llama3 8B F16 Full 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  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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