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Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed by PrunaAI

 »  All LLMs  »  PrunaAI  »  Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed   URL Share it on

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  4-bit   4bit   Autotrain compatible Base model:mychen76/mistral7b ... Base model:quantized:mychen76/...   Bitsandbytes   Endpoints compatible   Mistral   Pruna-ai   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/PrunaAI/mychen76-mistral7b_ocr_to_json_v1-bnb-4bit-smashed 

Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed Benchmarks

LLME Score: 0.20733
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed (PrunaAI/mychen76-mistral7b_ocr_to_json_v1-bnb-4bit-smashed)

Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed Parameters and Internals

Model Type 
text generation
Additional Notes 
The model utilizes the safetensors format. Various metrics evaluate efficiency such as inference latency, throughput, etc.
Training Details 
Data Sources:
WikiText
Methodology:
The model is compressed with llm-int8.
Input Output 
Input Format:
text input tokenized by AutoTokenizer.
Accepted Modalities:
text
Output Format:
Generated text.
Performance Tips:
Run the model in specific use-case conditions to assess efficiency gains.
LLM NameMychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed
Repository 🤗https://huggingface.co/PrunaAI/mychen76-mistral7b_ocr_to_json_v1-bnb-4bit-smashed 
Base Model(s)  Mistral7b Ocr To Json V1   mychen76/mistral7b_ocr_to_json_v1
Model Size3.9b
Required VRAM4.5 GB
Updated2024-12-22
MaintainerPrunaAI
Model Typemistral
Model Files  4.5 GB
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than PrunaAI/mychen76-mistral7b_ocr_to_json_v1-bnb-4bit-smashed.

Rank the Mychen76 Mistral7b Ocr To Json V1 Bnb 4bit Smashed 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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Release v20241217
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