Llama 2 7B Chat Hf 4bit AWQ By alokabhishek: Benchmarks, Features and Detailed Analysis. Insights on Llama 2 7B Chat Hf 4bit AWQ.

4-bit 4bit 7b Autoawq Autotrain compatible Awq Conversational Endpoints compatible Facebook Llama Llama2 Meta Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/alokabhishek/Llama-2-7b-chat-hf-4bit-AWQ

Llama 2 7B Chat Hf 4bit AWQ Benchmarks

LLME Score: 0.17647

^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 2 7B Chat Hf 4bit AWQ (alokabhishek/Llama-2-7b-chat-hf-4bit-AWQ)

Llama 2 7B Chat Hf 4bit AWQ Parameters and Internals

Model Type

text-generation

Additional Notes

This model is a 4-bit quantized version using AutoAWQ for compression and acceleration.

LLM Name	Llama 2 7B Chat Hf 4bit AWQ
Repository 🤗	https://huggingface.co/alokabhishek/Llama-2-7b-chat-hf-4bit-AWQ
Base Model(s)	Llama 2 7B Chat Hf 4bits Bnb AAProject/Llama-2-7b-chat-hf-4bits-bnb
Model Size	7b
Required VRAM	3.9 GB
Updated	2025-02-22
Maintainer	alokabhishek
Model Type	llama
Model Files	3.9 GB
AWQ Quantization	Yes
Quantization Type	awq\|4bit
Model Architecture	LlamaForCausalLM
License	llama2
Context Length	4096
Model Max Length	4096
Transformers Version	4.38.2
Tokenizer Class	LlamaTokenizer
Vocabulary Size	32000
Torch Data Type	float16

Best Alternatives to Llama 2 7B Chat Hf 4bit AWQ

Best Alternatives	Context / RAM	Downloads	Likes
Smaugv0.1 AWQ	195K / 19.3 GB	5	1
Yarn Llama 2 7B 64K AWQ	64K / 3.9 GB	116	0
Calm2 7B Chat AWQ	32K / 4.4 GB	102	2
Llama 2 7B 32K Instruct AWQ	32K / 3.9 GB	93	2
... SWE Llama 7B Updated 4bit AWQ	16K / 3.9 GB	80	0
...Llama 7B Python Hf W4 G128 AWQ	16K / 3.9 GB	4148	0
Pandalyst 7B V1.2 AWQ	16K / 3.9 GB	80	1
Tora Code 7B V1.0 AWQ	16K / 3.9 GB	79	0
...eechless Tora Code 7B V1.0 AWQ	16K / 3.9 GB	77	1
Pandalyst 7B V1.1 AWQ	16K / 3.9 GB	79	1

Note: green Score (e.g. "73.2") means that the model is better than alokabhishek/Llama-2-7b-chat-hf-4bit-AWQ.

Rank the Llama 2 7B Chat Hf 4bit 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 2 7B Chat Hf 4bit AWQ by alokabhishek

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Llama 2 7B Chat Hf 4bit AWQ Benchmarks

Llama 2 7B Chat Hf 4bit AWQ Parameters and Internals

Best Alternatives to Llama 2 7B Chat Hf 4bit AWQ

Rank the Llama 2 7B Chat Hf 4bit AWQ Capabilities

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