Top Mistral Fine-Tunes

Best fine-tunes built on Mistral AI's models — Mistral 7B, Mixtral, and Mistral Large.

Last updated April 3, 2026 · Updated daily

mistral-7b-v0.3-bnb-4bit by unsloth holds the #1 position with 378.3K downloads, ahead of Mistral-7B-Instruct-v0.2-AWQ at 367.2K.

The top 10 is dominated by unsloth, TheBloke, stelterlab. This is the first snapshot — future updates will track position changes and emerging trends.

The gap between #1 and #100 is 378.3K vs 8.0K downloads, showing significant concentration at the top.

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mistral-7b-v0.3-bnb-4bit

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unsloth · LLM - General · from mistralai/Mistral-7B-v0.3

378.3K

downloads

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Mistral-7B-Instruct-v0.2-AWQ

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TheBloke · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.2

367.2K

downloads

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Mistral-Small-24B-Instruct-2501-AWQ

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stelterlab · Chat & Assistants · from mistralai/Mistral-Small-24B-Instruct-2501

362.0K

downloads

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Ministral-3-14B-Reasoning-2512-AWQ-4bit

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cyankiwi · Other · from mistralai/Ministral-3-14B-Reasoning-2512

203.0K

downloads

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Devstral-Small-2-24B-Instruct-2512-4bit

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mlx-community · Other · from mistralai/Mistral-Small-3.1-24B-Base-2503

177.4K

downloads

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XORTRON.CriminalComputing.LARGE.2026.3

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darkc0de · Chat & Assistants (Uncensored) · from mistralai/Mistral-Large-Instruct-2411

163.8K

downloads

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OpenHermes-2.5-Mistral-7B

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teknium · Chat & Assistants · from mistralai/Mistral-7B-v0.1

142.3K

downloads

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zephyr-7b-beta

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HuggingFaceH4 · Chat & Assistants · from mistralai/Mistral-7B-v0.1

136.5K

downloads

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Mistral-7B-Instruct-v0.3-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Mistral-7B-Instruct-v0.3

124.7K

downloads

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Mistral-Small-24B-Instruct-2501-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Mistral-Small-24B-Instruct-2501

116.2K

downloads

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Mistral-Nemo-Instruct-2407-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

115.3K

downloads

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Mixtral-8x22B-v0.1-GGUF

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MaziyarPanahi · Role-Play & Characters · from v2ray/Mixtral-8x22B-v0.1

114.3K

downloads

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Ministral-3-3B-Reasoning-2512-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Ministral-3-3B-Reasoning-2512

113.4K

downloads

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mistral-small-3.1-24b-instruct-2503-hf-GGUF

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MaziyarPanahi · Role-Play & Characters · from mrfakename/mistral-small-3.1-24b-instruct-2503-hf

113.0K

downloads

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mathstral-7B-v0.1-GGUF

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MaziyarPanahi · Math & Reasoning · from mistralai/Mathstral-7B-v0.1

111.6K

downloads

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Mistral-Small-Instruct-2409-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Mistral-Small-Instruct-2409

111.5K

downloads

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Mistral-Large-Instruct-2411-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Mistral-Large-Instruct-2411

110.6K

downloads

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mistral-nemo-instruct-2407-awq

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casperhansen · Chat & Assistants · from mistralai/Mistral-Nemo-Instruct-2407

100.4K

downloads

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Ministral-3-14B-Reasoning-2512-GGUF

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lmstudio-community · Other · from mistralai/Ministral-3-14B-Reasoning-2512

64.9K

downloads

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Mistral-7B-Instruct-v0.2-GGUF

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TheBloke · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.2

60.9K

downloads

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Mistral-Small-3.1-24B-Instruct-2503-int4-AutoRound-awq-sym

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OPEA · Other · from mistralai/Mistral-Small-3.1-24B-Instruct-2503

60.6K

downloads

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Mistral-7B-Instruct-v0.3-GPTQ

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thesven · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.3

60.5K

downloads

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mistral-7b-instruct-v0.3-bnb-4bit

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unsloth · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.3

54.6K

downloads

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Ministral-3-14B-Reasoning-2512-GGUF

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MaziyarPanahi · Role-Play & Characters · from mistralai/Ministral-3-14B-Reasoning-2512

52.8K

downloads

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Ministral-3-3B-Instruct-2512-GGUF

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lmstudio-community · Other · from mistralai/Ministral-3-3B-Instruct-2512-BF16

48.8K

downloads

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Magistral-Small-2509-MLX-4bit

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lmstudio-community · Other · from mistralai/Magistral-Small-2509

39.2K

downloads

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Magistral-Small-2509-MLX-8bit

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lmstudio-community · Other · from mistralai/Magistral-Small-2509

38.5K

downloads

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Mistral-Small-4-119B-2603-GGUF

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unsloth · Other · from mistralai/Mistral-Small-4-119B-2603

38.2K

downloads

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Magistral-Small-2509-MLX-6bit

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lmstudio-community · Other · from mistralai/Magistral-Small-2509

38.0K

downloads

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Magistral-Small-2509-MLX-5bit

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lmstudio-community · Other · from mistralai/Magistral-Small-2509

38.0K

downloads

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Mistral-Nemo-Instruct-2407-12B-Thinking-M-Claude-Opus-High-Reasoning-i1-GGUF

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mradermacher · Other · from DavidAU/Mistral-Nemo-Instruct-2407-12B-Thinking-M-Claude-Opus-High-Reasoning

37.4K

downloads

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Devstral-Small-2-24B-Instruct-2512-GGUF

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unsloth · Other · from mistralai/Devstral-Small-2-24B-Instruct-2512

34.6K

downloads

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Devstral-Small-2-24B-Instruct-2512-GGUF

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lmstudio-community · Other · from mistralai/Devstral-Small-2-24B-Instruct-2512

34.1K

downloads

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Devstral-2-123B-Instruct-2512-AWQ-4bit

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cyankiwi · Other · from mistralai/Devstral-2-123B-Instruct-2512

32.8K

downloads

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Mixtral-8x7B-Instruct-v0.1-GPTQ

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TheBloke · Chat & Assistants · from mistralai/Mixtral-8x7B-Instruct-v0.1

32.4K

downloads

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Mistral-Small-3.2-24B-Instruct-2506-GGUF

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unsloth · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

32.2K

downloads

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Mistral-Small-3.2-24B-Instruct-2506-MLX-6bit

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lmstudio-community · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

29.3K

downloads

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Mistral-7B-Instruct-v0.1-GGUF

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TheBloke · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.1

29.0K

downloads

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Mistral-Nemo-2407-12B-Thinking-Claude-Gemini-GPT5.2-Uncensored-HERETIC-GGUF

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mradermacher · Other · from DavidAU/Mistral-Nemo-2407-12B-Thinking-Claude-Gemini-GPT5.2-Uncensored-HERETIC

28.5K

downloads

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Mistral-Small-3.2-24B-Instruct-2506-MLX-4bit

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lmstudio-community · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

27.8K

downloads

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Mistral-Small-3.2-24B-Instruct-2506-MLX-8bit

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lmstudio-community · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

26.1K

downloads

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OpenHermes-2.5-Mistral-7B-AWQ

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TheBloke · Chat & Assistants · from teknium/OpenHermes-2.5-Mistral-7B

25.3K

downloads

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Mistral-Small-24B-Instruct-2501-FP8-dynamic

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RedHatAI · Chat & Assistants · from mistralai/Mistral-Small-24B-Instruct-2501

24.1K

downloads

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Mistral-7B-Instruct-v0.3-GGUF

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SanctumAI · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.3

23.6K

downloads

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cognitivecomputations_Dolphin-Mistral-24B-Venice-Edition-GGUF

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bartowski · Chat & Assistants (Uncensored) · from dphn/Dolphin-Mistral-24B-Venice-Edition

23.3K

downloads

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Mistral-Small-3.2-24B-Instruct-2506-bnb-4bit

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unsloth · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

22.4K

downloads

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Ministral-3-3B-Instruct-2512-4bit

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mlx-community · Other · from mistralai/Ministral-3-3B-Base-2512

21.9K

downloads

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Ministral-3-14B-Instruct-2512-GGUF

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unsloth · Other · from mistralai/Ministral-3-14B-Instruct-2512

21.6K

downloads

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Devstral-Small-2507-MLX-8bit

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lmstudio-community · LLM - General · from mistralai/Devstral-Small-2507

20.5K

downloads

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Mistral-7B-Instruct-v0.3-GGUF

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lmstudio-community · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.3

20.1K

downloads

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Devstral-Small-2507-MLX-4bit

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lmstudio-community · LLM - General · from mistralai/Devstral-Small-2507

20.1K

downloads

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Devstral-Small-2507-MLX-6bit

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lmstudio-community · LLM - General · from mistralai/Devstral-Small-2507

19.8K

downloads

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Devstral-Small-2507-MLX-bf16

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lmstudio-community · LLM - General · from mistralai/Devstral-Small-2507

19.8K

downloads

54new

Mixtral-8x7B-Instruct-v0.1

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RedHatAI · Chat & Assistants · from mistralai/Mixtral-8x7B-Instruct-v0.1

19.7K

downloads

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Mistral-Small-24B-Instruct-2501-quantized.w8a8

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RedHatAI · Chat & Assistants · from mistralai/Mistral-Small-24B-Instruct-2501

19.7K

downloads

56new

BatVenom-V8

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BrainDelay · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

18.8K

downloads

57new

BatVenom

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BrainDelay · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

18.4K

downloads

58new

Mistral-Nemo-Instruct-2407-GGUF

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bartowski · Chat & Assistants · from mistralai/Mistral-Nemo-Instruct-2407

18.3K

downloads

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Ministral-3-14B-Reasoning-2512-GGUF

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unsloth · Other · from mistralai/Ministral-3-14B-Reasoning-2512

18.0K

downloads

60new

BatVenom-V7

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BrainDelay · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

17.9K

downloads

61new

Magistral-Small-2506-FP8

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RedHatAI · Other · from mistralai/Magistral-Small-2506

17.7K

downloads

62new

Voxtral-Mini-4B-Realtime-2602-ONNX

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onnx-community · Speech-to-Text · from mistralai/Voxtral-Mini-4B-Realtime-2602

17.1K

downloads

63new

Mixtral-8x7B-Instruct-v0.1-GGUF

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TheBloke · Other · from mistralai/Mixtral-8x7B-Instruct-v0.1

16.8K

downloads

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Cydonia-24B-v4.3-GGUF

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TheDrummer · Other · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

16.5K

downloads

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mistralai_Mistral-Small-3.2-24B-Instruct-2506-GGUF

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bartowski · VLM · from mistralai/Mistral-Small-3.2-24B-Instruct-2506

14.3K

downloads

66new

GritLM-7B

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GritLM · Code Generation · from mistralai/Mistral-7B-v0.1

14.2K

downloads

67new

mistralai_Mistral-Small-3.1-24B-Instruct-2503-GGUF

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bartowski · VLM · from mistralai/Mistral-Small-3.1-24B-Instruct-2503

13.3K

downloads

68new

openchat-3.5-0106

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openchat · Chat & Assistants · from mistralai/Mistral-7B-v0.1

13.1K

downloads

69new

PromptLocate

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sleeepeer · Other · from adapter:mistralai/Mistral-7B-v0.1

13.1K

downloads

70new

Ministral-3-3B-Instruct-2512-GGUF

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unsloth · Other · from mistralai/Ministral-3-3B-Instruct-2512

12.7K

downloads

71new

dolphin-2.5-mixtral-8x7b-GGUF

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TheBloke · Other · from dphn/dolphin-2.5-mixtral-8x7b

12.6K

downloads

72new

Mistral-Nemo-12B-ArliAI-RPMax-v1.1-GGUF

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bartowski · Role-Play & Characters · from ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1

12.5K

downloads

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mistralai_Mistral-Small-4-119B-2603-GGUF

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bartowski · VLM · from mistralai/Mistral-Small-4-119B-2603

12.4K

downloads

74new

Ministral-8B-Instruct-2410-GGUF

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bartowski · Chat & Assistants · from mistralai/Ministral-8B-Instruct-2410

12.2K

downloads

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Mistral-7B-Instruct-v0.2-GPTQ

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TheBloke · Chat & Assistants · from mistralai/Mistral-7B-Instruct-v0.2

12.2K

downloads

76new

Devstral-Small-2505-MLX-4bit

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lmstudio-community · LLM - General · from mistralai/Devstral-Small-2505

11.6K

downloads

77new

Mistral-7B-Instruct-v0.2-q4f16_1-MLC

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mlc-ai · Other · from mistralai/Mistral-7B-Instruct-v0.2

11.5K

downloads

78new

cognitivecomputations_Dolphin3.0-R1-Mistral-24B-GGUF

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bartowski · Code Generation (Uncensored) · from dphn/Dolphin3.0-R1-Mistral-24B

11.5K

downloads

79new

Ministral-3-8B-Instruct-2512-GGUF

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unsloth · Other · from mistralai/Ministral-3-8B-Instruct-2512

10.9K

downloads

80new

Mistral-Small-24B-Instruct-2501

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unsloth · Chat & Assistants · from mistralai/Mistral-Small-24B-Instruct-2501

10.9K

downloads

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TinyMistral-248M-v2-Instruct-GGUF

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M4-ai · Other · from Locutusque/TinyMistral-248M-v2-Instruct

10.8K

downloads

82new

DoubleC-V1

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BrainDelay · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

10.6K

downloads

83new

DoubleC

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BrainDelay · Role-Play & Characters · from mistralai/Mistral-Nemo-Instruct-2407

10.3K

downloads

84new

mistralai_Devstral-Small-2-24B-Instruct-2512-GGUF

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bartowski · Chat & Assistants · from mistralai/Devstral-Small-2-24B-Instruct-2512

10.3K

downloads

85new

myplaygirl-nsfw-classifier

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scaleTech · Other · from mistralai/Mistral-7B-v0.1

10.3K

downloads

86new

Magistral-Small-2506-MLX-4bit

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lmstudio-community · LLM - General · from mistralai/Magistral-Small-2506

9.7K

downloads

87new

magistral-small-2506-mlx-bf16

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lmstudio-community · LLM - General · from mistralai/Magistral-Small-2506

9.7K

downloads

88new

Mixtral-8x7B-Instruct-v0.1-AWQ

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TheBloke · Chat & Assistants · from mistralai/Mixtral-8x7B-Instruct-v0.1

9.6K

downloads

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Mistral-Small-4-119B-2603-i1-GGUF

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mradermacher · Other · from mistralai/Mistral-Small-4-119B-2603

9.1K

downloads

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Nous-Hermes-2-Mixtral-8x7B-DPO

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NousResearch · Chat & Assistants · from mistralai/Mixtral-8x7B-v0.1

9.0K

downloads

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OpenHermes-2.5-Mistral-7B-GGUF

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TheBloke · Other · from teknium/OpenHermes-2.5-Mistral-7B

8.9K

downloads

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dolphin-2.9.1-mixtral-1x22b

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dphn · Code Generation (Uncensored) · from mistral-community/Mixtral-8x22B-v0.1

8.8K

downloads

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Mistral-Small-24B-Instruct-2501-GGUF

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unsloth · Chat & Assistants · from mistralai/Mistral-Small-24B-Instruct-2501

8.7K

downloads

94new

Mistral-7B-v0.1-GGUF

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TheBloke · LLM - General · from mistralai/Mistral-7B-v0.1

8.5K

downloads

95new

Magidonia-24B-v4.3-GGUF

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TheDrummer · Other · from mistralai/Magistral-Small-2509

8.3K

downloads

96new

Mistral-Small-Instruct-2409-bnb-4bit

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unsloth · Other · from mistralai/Mistral-Small-Instruct-2409

8.1K

downloads

97new

dolphin-2.7-mixtral-8x7b-GGUF

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TheBloke · Other · from dphn/dolphin-2.7-mixtral-8x7b

8.1K

downloads

98new

Rocinante-X-12B-v1-GGUF

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TheDrummer · Other · from mistralai/Mistral-Nemo-Instruct-2407

8.1K

downloads

99new

Mini-Mixtral-v0.2

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NeuralNovel · Chat & Assistants · from merge:unsloth/mistral-7b-v0.2

8.1K

downloads

100new

Mistral-Small-24B-Base-2501-HardAblation-i1-GGUF

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mradermacher · Other · from Jonwi0706/Mistral-Small-24B-Base-2501-HardAblation

8.0K

downloads

About the Top Mistral Fine-Tunes Leaderboard

Best fine-tunes built on Mistral AI's models — Mistral 7B, Mixtral, and Mistral Large. This leaderboard tracks the top 100 fine-tuned models ranked by downloads, with daily snapshots to monitor how the rankings evolve over time.

Unlike HuggingFace's default model hub, Fine-Tune Catalog filters out pure quantizations and format conversions (repos that simply re-package a model as GGUF, AWQ, GPTQ, or EXL2 without any new training). Fine-tuned models published in quantized formats are still included — what matters is whether new training happened, not the output format.

Methodology

Rankings are based on total all-time download counts from HuggingFace. Downloads reflect real-world adoption — models and datasets that people actually use in production and research, not just stars or hype.

Rankings are snapshotted daily at 6:00 AM UTC. Position changes shown on the leaderboard compare the current snapshot to the previous day's snapshot. All data is sourced directly from the HuggingFace Hub API and processed through our classification pipeline, which uses tag analysis, model card parsing, and naming pattern detection to identify genuine fine-tunes.

Data Sources

  • HuggingFace Hub API — download counts, likes, trending scores, model metadata, and README/model cards
  • Model card parsing — training datasets, training method (LoRA, DPO, SFT, etc.), framework, hardware, and hyperparameters extracted from README files
  • Tag classification — fine-tune detection via `base_model:finetune:*` and `base_model:quantized:*` HuggingFace tags, plus naming pattern analysis

Who Is This For?

This leaderboard is designed for engineers who have already chosen a base model architecture and want to find the best fine-tuned versions available, saving them the time and compute of training from scratch.

Whether you're a beginner exploring what's possible with fine-tuned AI models or an experienced ML engineer looking for the best starting point for your next project, these rankings give you a data-driven way to find the highest quality models without having to wade through thousands of quantizations, format conversions, and abandoned repositories on HuggingFace.

Update Schedule

This leaderboard was last updated on April 3, 2026. Rankings are refreshed daily with the latest download counts, likes, and trending data from HuggingFace. Historical snapshots are preserved to track trends over time — you can see which models are gaining traction and which are losing momentum.

Explore more rankings: Most Downloaded Fine-Tunes · Most Liked Fine-Tunes · Highest Quality Fine-Tunes · Top Uncensored Models · Top LLM Fine-Tunes · Top VLM Fine-Tunes and 16 more leaderboards