Mistral-7B-Instruct-v0.3-GGUF Open-Source Large Model - Supports Function Calls and Extended Vocabulary

Mistral 7B Instruct V0.3 GGUF

Developed by SanctumAI

Mistral-7B-Instruct-v0.3 is a large language model based on Mistral-7B-v0.3 with instruction fine-tuning, supporting function calling and an expanded vocabulary.

Large Language Model Open Source License:Apache-2.0 #Instruction Fine-tuning #Function Calling Support #32k Long Context

Downloads 34.61k

Release Time : 5/23/2024

Model Overview

This model is the instruction-tuned version of Mistral-7B-v0.3, suitable for text generation tasks, with special optimizations for instruction following and function calling capabilities.

Model Features

Expanded Vocabulary

Vocabulary expanded to 32768, supporting richer linguistic expression.

Function Calling Support

Added support for function calling, enhancing the model's practicality.

v3 Tokenizer

Supports v3 tokenizer, improving text processing efficiency and quality.

Multiple Quantization Versions

Offers various quantization versions from Q2_K to f16 to accommodate different hardware requirements.

Model Capabilities

Text Generation

Instruction Following

Function Calling

Use Cases

Dialogue Systems

Intelligent Assistant

Can be used to build intelligent conversational assistants capable of understanding complex instructions.

Development Tools

Code Assistance

Supports function calling features, useful for code completion and generation in development environments.

🚀 Mistral 7B Instruct v0.3 GGUF

This project provides a quantized version of the Mistral 7B Instruct v0.3 model, facilitating its deployment and use on various hardware platforms.

📄 License

This project is licensed under the apache-2.0 license.

🔍 Model Information

Property	Details
Pipeline Tag	text-generation
Base Model	mistralai/Mistral-7B-Instruct-v0.3

image/png This model was quantized by SanctumAI. To leave feedback, join our community in Discord.

Model creator: mistralai
Original model: Mistral-7B-Instruct-v0.3

📚 Documentation

✨ Features

The Mistral-7B-Instruct-v0.3 Large Language Model (LLM) is an instruct fine-tuned version of the Mistral-7B-v0.3.

Mistral-7B-v0.3 has the following changes compared to Mistral-7B-v0.2:

Extended vocabulary to 32768
Supports v3 Tokenizer
Supports function calling

💻 Usage Examples

Basic Usage

If you're using Sanctum app, simply use Mistral model preset.

Prompt template:

<s>[INST] {prompt} [/INST]

🔧 Technical Details

Hardware Requirements Estimate

Name	Quant method	Size	Memory (RAM, vRAM) required (for full context of 32k tokens)
mistral-7b-instruct-v0.3.Q2_K.gguf	Q2_K	2.72 GB	6.78 GB
mistral-7b-instruct-v0.3.Q3_K_S.gguf	Q3_K_S	3.17 GB	7.19 GB
mistral-7b-instruct-v0.3.Q3_K_M.gguf	Q3_K_M	3.52 GB	7.52 GB
mistral-7b-instruct-v0.3.Q3_K_L.gguf	Q3_K_L	3.83 GB	7.80 GB
mistral-7b-instruct-v0.3.Q4_0.gguf	Q4_0	4.11 GB	8.07 GB
mistral-7b-instruct-v0.3.Q4_K_S.gguf	Q4_K_S	4.14 GB	8.10 GB
mistral-7b-instruct-v0.3.Q4_K_M.gguf	Q4_K_M	4.37 GB	8.31 GB
mistral-7b-instruct-v0.3.Q4_K.gguf	Q4_K	4.37 GB	8.31 GB
mistral-7b-instruct-v0.3.Q4_1.gguf	Q4_1	4.56 GB	8.48 GB
mistral-7b-instruct-v0.3.Q5_0.gguf	Q5_0	5.00 GB	8.90 GB
mistral-7b-instruct-v0.3.Q5_K_S.gguf	Q5_K_S	5.00 GB	8.90 GB
mistral-7b-instruct-v0.3.Q5_K_M.gguf	Q5_K_M	5.14 GB	9.02 GB
mistral-7b-instruct-v0.3.Q5_K.gguf	Q5_K	5.14 GB	9.02 GB
mistral-7b-instruct-v0.3.Q5_1.gguf	Q5_1	5.45 GB	9.31 GB
mistral-7b-instruct-v0.3.Q6_K.gguf	Q6_K	5.95 GB	9.78 GB
mistral-7b-instruct-v0.3.Q8_0.gguf	Q8_0	7.70 GB	11.41 GB
mistral-7b-instruct-v0.3.f16.gguf	f16	14.50 GB	17.74 GB

⚠️ Disclaimer

Sanctum is not the creator, originator, or owner of any Model featured in the Models section of the Sanctum application. Each Model is created and provided by third parties. Sanctum does not endorse, support, represent or guarantee the completeness, truthfulness, accuracy, or reliability of any Model listed there. You understand that supported Models can produce content that might be offensive, harmful, inaccurate or otherwise inappropriate, or deceptive. Each Model is the sole responsibility of the person or entity who originated such Model. Sanctum may not monitor or control the Models supported and cannot, and does not, take responsibility for any such Model. Sanctum disclaims all warranties or guarantees about the accuracy, reliability or benefits of the Models. Sanctum further disclaims any warranty that the Model will meet your requirements, be secure, uninterrupted or available at any time or location, or error-free, viruses-free, or that any errors will be corrected, or otherwise. You will be solely responsible for any damage resulting from your use of or access to the Models, your downloading of any Model, or use of any other Model provided by or through Sanctum.

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