Llama 3 8B Instruct Gradient 4194K AWQ By solidrust: Benchmarks, Features and Detailed Analysis. Insights on Llama 3 8B Instruct Gradient 4194K AWQ.

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

Model Card on HF 🤗: https://huggingface.co/solidrust/Llama-3-8B-Instruct-Gradient-4194k-AWQ

Llama 3 8B Instruct Gradient 4194K AWQ Benchmarks

ARC: 54.44 vs 96.7 (so35)^-43.7%

HellaSwag: 76.77 vs 95.3 (gpt4)^-19.4%

MMLU: 61.92 vs 88.3 (so35)^-29.9%

TruthfulQA: 49.26 vs 59 (gpt4)^-16.5%

WinoGrande: 72.3 vs 87.5 (gpt4)^-17.4%

GSM8K: 44.35 vs 96.4 (so35)^-54%

LLME Score: 0.21078

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Llama 3 8B Instruct Gradient 4194K AWQ (solidrust/Llama-3-8B-Instruct-Gradient-4194k-AWQ)

Llama 3 8B Instruct Gradient 4194K AWQ Parameters and Internals

LLM Name	Llama 3 8B Instruct Gradient 4194K AWQ
Repository 🤗	https://huggingface.co/solidrust/Llama-3-8B-Instruct-Gradient-4194k-AWQ
Base Model(s)	...a 3 8B Instruct Gradient 4194K gradientai/Llama-3-8B-Instruct-Gradient-4194k
Model Size	8b
Required VRAM	5.8 GB
Updated	2025-02-05
Maintainer	solidrust
Model Type	llama
Instruction-Based	Yes
Model Files	4.7 GB: 1-of-2 1.1 GB: 2-of-2
AWQ Quantization	Yes
Quantization Type	awq
Model Architecture	LlamaForCausalLM
Context Length	1234
Model Max Length	1234
Transformers Version	4.40.2
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	128256
Torch Data Type	float16

Best Alternatives to Llama 3 8B Instruct Gradient 4194K AWQ

Best Alternatives	Context / RAM	Downloads	Likes
...8B Instruct Gradient 1048K AWQ	1024K / 5.8 GB	78	0
...radient 1048K AWQ 4bit Smashed	1024K / 5.8 GB	5	1
...Instruct 262K AWQ 4bit Smashed	256K / 5.8 GB	7	4
...ta Llama 3 8B Instruct 64K AWQ	64K / 5.8 GB	77	0
... Instruct 8B 32K V0.1 4bit AWQ	64K / 5.8 GB	82	0
Llama 3 8B Instruct AWQ	8K / 5.8 GB	10897	22
Meta Llama 3 8B Instruct AWQ	8K / 5.8 GB	894	5
Meta Llama 3 8B Instruct AWQ	8K / 5.8 GB	76	0
...eta Llama 3 8B Instruct Hf AWQ	8K / 5.8 GB	538	8
Meta Llama 3 8B Instruct AWQ	8K / 5.8 GB	76	0

Note: green Score (e.g. "73.2") means that the model is better than solidrust/Llama-3-8B-Instruct-Gradient-4194k-AWQ.

Rank the Llama 3 8B Instruct Gradient 4194K AWQ 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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Llama 3 8B Instruct Gradient 4194K AWQ by solidrust

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Llama 3 8B Instruct Gradient 4194K AWQ Benchmarks

Llama 3 8B Instruct Gradient 4194K AWQ Parameters and Internals

Best Alternatives to Llama 3 8B Instruct Gradient 4194K AWQ

Rank the Llama 3 8B Instruct Gradient 4194K AWQ Capabilities

What open-source LLMs or SLMs are you in search of? 42577 in total.