Gradientai Llama 3 8B Instruct Gradient 1048K AWQ 4bit Smashed by PrunaAI

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  4-bit   4bit   Autotrain compatible   Awq Base model:gradientai/llama-3-...   Conversational   Endpoints compatible   Instruct   Llama   Pruna-ai   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Gradientai Llama 3 8B Instruct Gradient 1048K AWQ 4bit Smashed Parameters and Internals

LLM NameGradientai Llama 3 8B Instruct Gradient 1048K AWQ 4bit Smashed
RepositoryOpen on ๐Ÿค— 
Base Model(s)  ...a 3 8B Instruct Gradient 1048K   gradientai/Llama-3-8B-Instruct-Gradient-1048k
Model Size8b
Required VRAM5.8 GB
Updated2024-07-21
MaintainerPrunaAI
Model Typellama
Instruction-BasedYes
Model Files  4.7 GB: 1-of-2   1.1 GB: 2-of-2
AWQ QuantizationYes
Quantization Typeawq|4bit
Model ArchitectureLlamaForCausalLM
Context Length1048576
Model Max Length1048576
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16
Gradientai Llama 3 8B Instruct Gradient 1048K AWQ 4bit Smashed (PrunaAI/gradientai-Llama-3-8B-Instruct-Gradient-1048k-AWQ-4bit-smashed)

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...8B Instruct Gradient 1048K AWQ0.31024K / 5.8 GB250
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... Instruct 8B 32K V0.1 4bit AWQ0.264K / 5.8 GB690
Llama 3 8B Instruct AWQ0.38K / 5.8 GB12898719
... Instruct 64K AWQ 4bit Smashed0.38K / 5.8 GB183272
...eta Llama 3 8B Instruct Hf AWQ0.38K / 5.8 GB26277
...3 SauerkrautLM 8B Instruct AWQ0.38K / 5.7 GB22311
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...uerkrautLM 8B 16K Instruct AWQ0.38K / 5.7 GB6791
Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/gradientai-Llama-3-8B-Instruct-Gradient-1048k-AWQ-4bit-smashed.

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601