Ghost 7B Alpha AWQ By ghost-x: Benchmarks, Features and Detailed Analysis. Insights on Ghost 7B Alpha AWQ.

4-bit Autotrain compatible Awq Chat Conversational En Endpoints compatible Ghost Mistral Quantized Region:us Safetensors Tools Vi

Ghost 7B Alpha AWQ Benchmarks

ARC: 54.86 vs 96.7 (so35)^-43.3%

HellaSwag: 76.1 vs 95.3 (gpt4)^-20.1%

MMLU: 50.71 vs 88.3 (so35)^-42.6%

TruthfulQA: 44.63 vs 59 (gpt4)^-24.4%

WinoGrande: 71.9 vs 87.5 (gpt4)^-17.8%

GSM8K: 47.69 vs 96.4 (so35)^-50.5%

LLME Score: 0.21891

^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)

Ghost 7B Alpha AWQ Parameters and Internals

Model Type

language model, text generation

Use Cases

Areas:

reasoning, multi-tasking, function tools

Applications:

virtual assistants, coding, translation, answering questions, creating documents

Additional Notes

Large language model focusing on optimizing reasoning, multi-task knowledge, and tool support, efficient, open, and cheap.

Supported Languages

languages_supported (English, Vietnamese), proficiency_level ()

Training Details

Methodology:

Fine-tuned

Context Length:

8192

Model Architecture:

Transformer-based architecture

LLM Name	Ghost 7B Alpha AWQ
Repository 🤗	https://huggingface.co/ghost-x/ghost-7b-alpha-awq
Base Model(s)	Ghost 7B Alpha ghost-x/ghost-7b-alpha
Model Size	7b
Required VRAM	4.2 GB
Updated	2024-11-21
Maintainer	ghost-x
Model Type	mistral
Model Files	4.2 GB
Supported Languages	en vi
AWQ Quantization	Yes
Quantization Type	awq
Model Architecture	MistralForCausalLM
License	other
Context Length	32768
Model Max Length	32768
Transformers Version	4.38.2
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
Vocabulary Size	32000
Torch Data Type	float16

Ghost 7B Alpha AWQ (ghost-x/ghost-7b-alpha-awq)

Best Alternatives to Ghost 7B Alpha AWQ

Best Alternatives	Context / RAM	Downloads	Likes
Mistral 7B Instruct V0.2 AWQ	32K / 4.2 GB	5	0
Mistral 7B Instruct V0.3 AWQ	32K / 4.2 GB	106252	2
Mistral 7B Instruct V0.2 AWQ	32K / 4.2 GB	91719	41
Mistral 7B Instruct V0.1 AWQ	32K / 4.2 GB	215611	37
Breeze 7B Instruct V1.0 AWQ	32K / 4.6 GB	44	0
OpenHermes 2.5 Mistral 7B AWQ	32K / 4.2 GB	68266	21
...reeze 7B 32K Instruct V1.0 AWQ	32K / 4.7 GB	6	0
Mahou 1.3a Mistral 7B AWQ	32K / 4.2 GB	6	1
Mahou 1.3 Mistral 7B AWQ	32K / 4.2 GB	6	0
Tess 7B V2.0 AWQ	32K / 4.2 GB	5	1

Note: green Score (e.g. "73.2") means that the model is better than ghost-x/ghost-7b-alpha-awq.

Rank the Ghost 7B Alpha 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 v20241110

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Ghost 7B Alpha AWQ by ghost-x

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Ghost 7B Alpha AWQ Benchmarks

Ghost 7B Alpha AWQ Parameters and Internals

Best Alternatives to Ghost 7B Alpha AWQ

Rank the Ghost 7B Alpha AWQ Capabilities

What open-source LLMs or SLMs are you in search of? 38149 in total.