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Mistral 7B Codealpaca Lora by Nondzu

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  Autotrain compatible   Code   Conversational   Endpoints compatible   Instruct   Lora   Mistral   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Mistral 7B Codealpaca Lora Benchmarks

LLME Score: 0.1819
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral 7B Codealpaca Lora Parameters and Internals

LLM NameMistral 7B Codealpaca Lora
Repository 🤗https://huggingface.co/Nondzu/Mistral-7B-codealpaca-lora 
Model Size7b
Required VRAM14.4 GB
Updated2024-09-07
MaintainerNondzu
Model Typemistral
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   4.5 GB: 2-of-2   9.9 GB: 1-of-2   4.5 GB: 2-of-2
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.35.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16
Mistral 7B Codealpaca Lora (Nondzu/Mistral-7B-codealpaca-lora)

Quantized Models of the Mistral 7B Codealpaca Lora

Model
Likes
Downloads
VRAM
...istral 7B Codealpaca Lora GGUF104223 GB
...istral 7B Codealpaca Lora GPTQ6134 GB
Mistral 7B Codealpaca Lora AWQ584 GB

Best Alternatives to Mistral 7B Codealpaca Lora

Best Alternatives
Context / RAM
Downloads
Likes
...daz Web AI ChatML 512K Project512K / 14.5 GB170
... Summarize 64K QLoRANET Merged128K / 4.1 GB50
...1 Summarize 64K LoRANET Merged128K / 14.4 GB70
Mistral 7B Instruct V0.232K / 14.4 GB10818462499
Mistral 7B Instruct V0.132K / 14.4 GB6276621495
...ty Instruct 3M 0613 Mistral 7B32K / 14.4 GB528410
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB20532
Dolphin 2.8 Mistral 7B V0232K / 14.4 GB24045205
XLAM 7B R32K / 14.4 GB9018
...lExperiment 7B MagicCoder V7.532K / 14.4 GB51396
Note: green Score (e.g. "73.2") means that the model is better than Nondzu/Mistral-7B-codealpaca-lora.

Rank the Mistral 7B Codealpaca Lora 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 v2024072803
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