license: apache-2.0
quantized_by: bartowski
pipeline_tag: text-generation
lm_studio:
param_count: 7b
use_case: general
release_date: 22-05-2024
model_creator: mistralai
prompt_template: Mistral Instruct
system_prompt: none
base_model: mistral
original_repo: mistralai/Mistral-7B-Instruct-v0.3
base_model: mistralai/Mistral-7B-Instruct-v0.3
💫 Community Model> Mistral 7B Instruct v0.3 by Mistral AI
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Model creator: Mistral AI
Original model: Mistral-7B-Instruct-v0.3
GGUF quantization: provided by bartowski based on llama.cpp release b2965
Model Summary:
Mistral 7B Instruct is an excellent high quality model tuned for instruction following, and release v0.3 is no different.
This iteration features function calling support, which should extend the use case further and allow for a more useful assistant.
Prompt template:
Choose the Mistral Instruct preset in your LM Studio.
Under the hood, the model will see a prompt that's formatted like so:
<s>[INST] {prompt} [/INST]</s>
Technical Details
Version 0.3 has a few changes over release 0.2, including:
- An extended vocabulary (32000 -> 32768)
- A new tokenizer
- Support for function calling
Function calling support is made possible through the new extended vocabulary, including tokens TOOL_CALLS, AVAILABLE_TOOLS, and TOOL_RESULTS.
This model maintains the v0.2 context length of 32768
Special thanks
🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.
🙏 Special thanks to Kalomaze, Dampf and turboderp for their work on the dataset (linked here) that was used for calculating the imatrix for all sizes.
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