What are the hardware requirements for Ms24b Exprmerge V0a?

Ms24b Exprmerge V0a requires approximately 47.3 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Ms24b Exprmerge V0a and how large is it?

Ms24b Exprmerge V0a is developed by estrogen, a model with 24b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Ms24b Exprmerge V0a?

Ms24b Exprmerge V0a is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Ms24b Exprmerge V0a by estrogen — VRAM 47.3GB, 32K context

Name: Ms24b Exprmerge V0a
Author: estrogen

Ms24b Exprmerge V0a is an open-source language model by estrogen. Features: 24b LLM, VRAM: 47.3GB, Context: 32K, Instruction-Based, LLM Explorer Score: 0.17.

Arxiv:2408.07990 Base model:allura-org/mistral-... Base model:arcee-ai/arcee-blit... Base model:lars1234/mistral-sm... Base model:merge:allura-org/mi... Base model:merge:arcee-ai/arce... Base model:merge:lars1234/mist... Base model:merge:mistralai/mis... Base model:merge:pocketdoc/dan... Base model:merge:trashpanda-or... Base model:merge:unsloth/mistr... Base model:mistralai/mistral-s... Base model:pocketdoc/dans-pers... Base model:trashpanda-org/llam... Base model:unsloth/mistral-sma... Endpoints compatible Instruct Merge Mergekit Mergekitty Mistral Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/estrogen/ms24b-exprmerge-v0a

Ms24b Exprmerge V0a Parameters and Internals

LLM Name	Ms24b Exprmerge V0a
Repository 🤗	https://huggingface.co/estrogen/ms24b-exprmerge-v0a
Base Model(s)	PocketDoc/Dans-PersonalityEngine-V1.2.0-24b ...Small 24B Instruct 2501 Writer ...istral Small 24B Instruct 2501 Llama3 24B Mullein V1 Mistral Small 24B Base 2501 Arcee Blitz ...tral Small 24B Sertraline 0304 PocketDoc/Dans-PersonalityEngine-V1.2.0-24b lars1234/Mistral-Small-24B-Instruct-2501-writer mistralai/Mistral-Small-24B-Instruct-2501 trashpanda-org/Llama3-24B-Mullein-v1 unsloth/Mistral-Small-24B-Base-2501 arcee-ai/Arcee-Blitz allura-org/Mistral-Small-24b-Sertraline-0304
Model Size	24b
Required VRAM	47.3 GB
Updated	2026-07-18
Maintainer	estrogen
Model Type	mistral
Instruction-Based	Yes
Model Files	4.9 GB: 1-of-10 4.8 GB: 2-of-10 4.8 GB: 3-of-10 4.9 GB: 4-of-10 4.8 GB: 5-of-10 4.8 GB: 6-of-10 4.9 GB: 7-of-10 4.8 GB: 8-of-10 4.8 GB: 9-of-10 3.8 GB: 10-of-10
Model Architecture	MistralForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.49.0
Tokenizer Class	LlamaTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	bfloat16

Rank the Ms24b Exprmerge V0a 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

Best Alternatives to Ms24b Exprmerge V0a

Best Alternatives	Context / RAM	Downloads	Likes
...ral Nemo Instruct 24B Merge V1	1000K / 24.6 GB	9	0
...all 3.1 24B Instruct 2503 Text	128K / 47.3 GB	16	0
Cydonia 24B V4.3	128K / 47.3 GB	3652	138
Slimaki 24B V1.2	128K / 47.3 GB	28	6
Neural V1 24B	128K / 47.3 GB	9	3
MS3.2 PaintedFantasy V4.1 24B	128K / 47.3 GB	80	18
Cydonia 24B V4.1	128K / 47.3 GB	2162	80
Slimaki 24B V1	128K / 47.3 GB	15	10
Asmodeus 24B V1	128K / 47.3 GB	37	13
MS3.2 PaintedFantasy V3 24B	128K / 47.3 GB	28	35

Note: green Score (e.g. "73.2") means that the model is better than estrogen/ms24b-exprmerge-v0a.