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Astromistral 12K 4bits by ashishkgpian

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  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/ashishkgpian/astromistral_12k_4bits 

Astromistral 12k 4bits Benchmarks

LLME Score: 0.1927
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Astromistral 12K 4bits (ashishkgpian/astromistral_12k_4bits)

Astromistral 12K 4bits Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameAstromistral 12k 4bits
Repository 🤗https://huggingface.co/ashishkgpian/astromistral_12k_4bits 
Base Model(s)  unsloth/mistral-7b-instruct-v0.2-bnb-4bit   unsloth/mistral-7b-instruct-v0.2-bnb-4bit
Model Size7b
Required VRAM4.1 GB
Updated2025-02-22
Maintainerashishkgpian
Model Typemistral
Instruction-BasedYes
Model Files  4.1 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Mistral 7B Instruct V0.2 4bit32K / 4.3 GB2701
...tral 7B Instruct V0.2 Bnb 4bit32K / 4.1 GB1400532
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NaturalLM 7B Instruct32K / 14.5 GB2110
Mistral 7B Instruct V0.2 8bit32K / 7.6 GB231
...eMistral 7B Instruct Ead 16bit32K / 14.5 GB380
Mistral Turkish V232K / 14.4 GB30396
Note: green Score (e.g. "73.2") means that the model is better than ashishkgpian/astromistral_12k_4bits.

Rank the Astromistral 12K 4bits 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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