Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 By bachbouch: Benchmarks, Features and Detailed Analysis. Insights on Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1.

4-bit 4bit Autotrain compatible Base model:quantized:unsloth/m... Base model:unsloth/mistral-7b-... Bitsandbytes Conversational En Endpoints compatible Instruct Mistral Quantized Region:us Safetensors Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1

Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Benchmarks

LLME Score: 0.20509

^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)

Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 (bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1)

Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Parameters and Internals

Model Type

text-generation-inference, transformers, unsloth, mistral, trl

Training Details

Methodology:

Unsloth and Huggingface's TRL library were used, leading to a 2x faster training process.

LLM Name	Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1
Repository 🤗	https://huggingface.co/bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1
Base Model(s)	unsloth/mistral-7b-instruct-v0.2-bnb-4bit unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size	7b
Required VRAM	4.1 GB
Updated	2025-02-05
Maintainer	bachbouch
Model Type	mistral
Instruction-Based	Yes
Model Files	4.1 GB
Supported Languages	en
Quantization Type	4bit
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.38.2
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Best Alternatives to Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1

Best Alternatives	Context / RAM	Downloads	Likes
...al Nemo Instruct 2407 Bnb 4bit	1000K / 8.3 GB	13674	27
...tral 7B Instruct V0.3 Bnb 4bit	32K / 4.1 GB	82949	18
Mistral 7B Instruct V0.2 Fp16	32K / 14.4 GB	26	0
Mistral 7B Instruct V0.2 4bit	32K / 4.3 GB	290	1
...tral 7B Instruct V0.2 Bnb 4bit	32K / 4.1 GB	11770	32
NaturalLM 7B Instruct	32K / 14.5 GB	11	10
...eMistral 7B Instruct Ead 16bit	32K / 14.5 GB	38	0
Mistral 7B Instruct V0.2 8bit	32K / 7.6 GB	23	1
Mistral Turkish V2	32K / 14.4 GB	3039	6
Mistral Rank8 Sft	32K / 14.4 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than bachbouch/vllm-mistral-7b-instruct-v0.2-bnb-4bit-tax-1.

Rank the Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 by bachbouch

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Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Benchmarks

Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Parameters and Internals

Best Alternatives to Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1

Rank the Vllm Mistral 7B Instruct V0.2 Bnb 4bit Tax 1 Capabilities

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