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README.md

base_model, datasets, language, library_name, license, license_name, license_link, pipeline_tag, tags, inference, model_creator, quantized_by, model-index
base_model datasets language library_name license license_name license_link pipeline_tag tags inference model_creator quantized_by model-index
MaziyarPanahi/calme-3.3-instruct-3b
MaziyarPanahi/french_instruct_sharegpt
arcee-ai/EvolKit-20k
fr
en
transformers other qwen-research https://huggingface.co/Qwen/Qwen2.5-3B/blob/main/LICENSE text-generation
chat
qwen
qwen2.5
finetune
french
english
llama-cpp
matrixportal
false MaziyarPanahi MaziyarPanahi
name results
calme-3.3-instruct-3b
task dataset metrics source
type name
text-generation Text Generation
name type args
IFEval (0-Shot) HuggingFaceH4/ifeval
num_few_shot
0
type value name
inst_level_strict_acc and prompt_level_strict_acc 64.23 strict accuracy
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard
task dataset metrics source
type name
text-generation Text Generation
name type args
BBH (3-Shot) BBH
num_few_shot
3
type value name
acc_norm 25.68 normalized accuracy
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard
task dataset metrics source
type name
text-generation Text Generation
name type args
MATH Lvl 5 (4-Shot) hendrycks/competition_math
num_few_shot
4
type value name
exact_match 0.0 exact match
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard
task dataset metrics source
type name
text-generation Text Generation
name type args
GPQA (0-shot) Idavidrein/gpqa
num_few_shot
0
type value name
acc_norm 4.36 acc_norm
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard
task dataset metrics source
type name
text-generation Text Generation
name type args
MuSR (0-shot) TAUR-Lab/MuSR
num_few_shot
0
type value name
acc_norm 9.4 acc_norm
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard
task dataset metrics source
type name
text-generation Text Generation
name type config split args
MMLU-PRO (5-shot) TIGER-Lab/MMLU-Pro main test
num_few_shot
5
type value name
acc 25.62 accuracy
url name
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=MaziyarPanahi/calme-3.3-instruct-3b Open LLM Leaderboard

ysn-rfd/calme-3.3-instruct-3b-GGUF

This model was converted to GGUF format from MaziyarPanahi/calme-3.3-instruct-3b using llama.cpp via the ggml.ai's all-gguf-same-where space. Refer to the original model card for more details on the model.

✅ Quantized Models Download List

🔍 Recommended Quantizations

  • ✨ General CPU Use: Q4_K_M (Best balance of speed/quality)
  • 📱 ARM Devices: Q4_0 (Optimized for ARM CPUs)
  • 🏆 Maximum Quality: Q8_0 (Near-original quality)

📦 Full Quantization Options

🚀 Download 🔢 Type 📝 Notes
Download Q2_K Basic quantization
Download Q3_K_S Small size
Download Q3_K_M Balanced quality
Download Q3_K_L Better quality
Download Q4_0 Fast on ARM
Download Q4_K_S Fast, recommended
Download Q4_K_M ⭐ Best balance
Download Q5_0 Good quality
Download Q5_K_S Balanced
Download Q5_K_M High quality
Download Q6_K 🏆 Very good quality
Download Q8_0 ⚡ Fast, best quality
Download F16 Maximum accuracy

💡 Tip: Use F16 for maximum precision when quality is critical

🚀 Applications and Tools for Locally Quantized LLMs

🖥️ Desktop Applications

Application Description Download Link
Llama.cpp A fast and efficient inference engine for GGUF models. GitHub Repository
Ollama A streamlined solution for running LLMs locally. Website
AnythingLLM An AI-powered knowledge management tool. GitHub Repository
Open WebUI A user-friendly web interface for running local LLMs. GitHub Repository
GPT4All A user-friendly desktop application supporting various LLMs, compatible with GGUF models. GitHub Repository
LM Studio A desktop application designed to run and manage local LLMs, supporting GGUF format. Website
GPT4All Chat A chat application compatible with GGUF models for local, offline interactions. GitHub Repository

📱 Mobile Applications

Application Description Download Link
ChatterUI A simple and lightweight LLM app for mobile devices. GitHub Repository
Maid Mobile Artificial Intelligence Distribution for running AI models on mobile devices. GitHub Repository
PocketPal AI A mobile AI assistant powered by local models. GitHub Repository
Layla A flexible platform for running various AI models on mobile devices. Website

🎨 Image Generation Applications

Application Description Download Link
Stable Diffusion An open-source AI model for generating images from text. GitHub Repository
Stable Diffusion WebUI A web application providing access to Stable Diffusion models via a browser interface. GitHub Repository
Local Dream Android Stable Diffusion with Snapdragon NPU acceleration. Also supports CPU inference. GitHub Repository
Stable-Diffusion-Android (SDAI) An open-source AI art application for Android devices, enabling digital art creation. GitHub Repository
Description
Model synced from source: ysn-rfd/calme-3.3-instruct-3b-GGUF
Readme 27 KiB