LLaMA 7B AWQ By TheBloke: Benchmarks, Features and Detailed Analysis. Insights on LLaMA 7B AWQ.

4-bit Autotrain compatible Awq Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/LLaMA-7b-AWQ

LLaMA 7B AWQ Benchmarks

^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)

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LLaMA 7B AWQ Parameters and Internals

Model Type

llama

Additional Notes

AWQ is an efficient, accurate and blazing-fast low-bit weight quantization method, supporting 4-bit quantization. Compared to GPTQ, it offers faster Transformers-based inference.

Input Output

Input Format:

{prompt}

LLM Name	LLaMA 7B AWQ
Repository 🤗	https://huggingface.co/TheBloke/LLaMA-7b-AWQ
Model Name	LLaMA 7B
Model Creator	Meta
Model Size	7b
Required VRAM	3.9 GB
Updated	2025-09-23
Maintainer	TheBloke
Model Type	llama
Model Files	3.9 GB
AWQ Quantization	Yes
Quantization Type	awq
Model Architecture	LlamaForCausalLM
License	other
Context Length	2048
Model Max Length	2048
Transformers Version	4.28.0.dev0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Best Alternatives to LLaMA 7B AWQ

Best Alternatives	Context / RAM	Downloads	Likes
Smaugv0.1 AWQ	195K / 19.3 GB	6	1
Yarn Llama 2 7B 64K AWQ	64K / 3.9 GB	37	0
Calm2 7B Chat AWQ	32K / 4.4 GB	14	1
Llama 2 7B 32K Instruct AWQ	32K / 3.9 GB	10	2
... SWE Llama 7B Updated 4bit AWQ	16K / 3.9 GB	5	0
CodeLlama 7B Instruct AWQ	16K / 3.9 GB	1279	4
...Llama 7B Python Hf W4 G128 AWQ	16K / 3.9 GB	1232	0
Pandalyst 7B V1.2 AWQ	16K / 3.9 GB	6	1
Tora Code 7B V1.0 AWQ	16K / 3.9 GB	7	0
...eechless Tora Code 7B V1.0 AWQ	16K / 3.9 GB	6	1

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/LLaMA-7b-AWQ.

Rank the LLaMA 7B 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 v20241124

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LLaMA 7B AWQ by TheBloke

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LLaMA 7B AWQ Benchmarks

LLaMA 7B AWQ Parameters and Internals

Best Alternatives to LLaMA 7B AWQ

Rank the LLaMA 7B AWQ Capabilities

What open-source LLMs or SLMs are you in search of? 51534 in total.