MelloGPT By steve-cse: Benchmarks, Features and Detailed Analysis. Insights on MelloGPT.

Autotrain compatible Conversational Dataset:nbertagnolli/counsel-c... Endpoints compatible Instruct Mistral Model-index Pytorch Region:us Sharded

MelloGPT Benchmarks

ARC: 53.84^-44.1%

HellaSwag: 76.12^-20.1%

MMLU: 55.99^-35.3%

TruthfulQA: 55.61^-5.7%

WinoGrande: 73.88^-15.6%

GSM8K: 30.1^-67.3%

^nn.n% — How the model compares to the GPT-4.

MelloGPT Parameters and Internals

LLM Name	MelloGPT
Repository	Open on 🤗
Model Size	7b
Required VRAM	14.4 GB
Updated	2024-07-27
Maintainer	steve-cse
Model Type	mistral
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-3 5.0 GB: 2-of-3 4.5 GB: 3-of-3
Model Architecture	MistralForCausalLM
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.37.0.dev0
Tokenizer Class	LlamaTokenizer
Padding Token	</s>
Vocabulary Size	32000
Torch Data Type	bfloat16

Quantized Models of the MelloGPT

Model	Likes	Downloads	VRAM
MelloGPT GGUF	6	99	3 GB
MelloGPT AWQ	3	8	4 GB
MelloGPT GPTQ	1	12	4 GB

Best Alternatives to MelloGPT

Best Alternatives	HF Rank	Context/RAM	Downloads	Likes
...1 Summarize 64K LoRANET Merged	0.2	128K / 14.4 GB	232	0
... Summarize 64K QLoRANET Merged	0.2	128K / 4.1 GB	8	0
Mistral 7B Instruct V0.1	0.5	32K / 14.4 GB	425609	1476
...ty Instruct 3M 0613 Mistral 7B	0.4	32K / 14.4 GB	440	9
Dolphin 2.8 Mistral 7B V02	0.3	32K / 14.4 GB	773	202
Vikhr 7B Instruct 0.4	0.3	32K / 15.2 GB	38237	26
...aul Dolphin Beagle Breadcrumbs	0.3	32K / 14.5 GB	2112	0
Oumuamua 7B Instruct V2	0.3	32K / 14.7 GB	621	22
Configurable Mistral 7B	0.3	32K / 14.4 GB	4156	1
Breeze 7B Instruct V1.0	0.3	32K / 15 GB	8730	44

Note: green Score (e.g. "73.2") means that the model is better than steve-cse/MelloGPT.

Rank the MelloGPT 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 v2024072501

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