What are the hardware requirements for Xhosa English Tts Merged 16bit Checkpoint 30000?

Xhosa English Tts Merged 16bit Checkpoint 30000 requires approximately 7.6 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Xhosa English Tts Merged 16bit Checkpoint 30000 and how large is it?

Xhosa English Tts Merged 16bit Checkpoint 30000 is developed by IIEleven11, a model with 3.3b 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 Xhosa English Tts Merged 16bit Checkpoint 30000?

Xhosa English Tts Merged 16bit Checkpoint 30000 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Xhosa English Tts Merged 16bit Checkpoint 30000 by IIEleven11 — VRAM 7.6GB, 128K context

Name: Xhosa English Tts Merged 16bit Checkpoint 30000
Author: IIEleven11

Xhosa English Tts Merged 16bit Checkpoint 30000 is an open-source language model by IIEleven11. Features: 3.3b LLM, VRAM: 7.6GB, Context: 128K, License: apache-2.0, Quantized, Merged, LLM Explorer Score: 0.19.

Merged Model 16bit Autotrain compatible Base model:finetune:iieleven11... Base model:iieleven11/xhosa-en... Conversational En Endpoints compatible Llama Quantized Region:us Safetensors Sharded Tensorflow Unsloth

Model Card on HF 🤗: https://huggingface.co/IIEleven11/xhosa-English-tts-merged-16bit_checkpoint-30000

Xhosa English Tts Merged 16bit Checkpoint 30000 Parameters and Internals

LLM Name	Xhosa English Tts Merged 16bit Checkpoint 30000
Repository 🤗	https://huggingface.co/IIEleven11/xhosa-English-tts-merged-16bit_checkpoint-30000
Base Model(s)	... Merged 16bit Checkpoint 30000 IIEleven11/xhosa-English-tts-merged-16bit_checkpoint-30000
Merged Model	Yes
Model Size	3.3b
Required VRAM	7.6 GB
Updated	2025-07-22
Maintainer	IIEleven11
Model Type	llama
Model Files	3.4 GB: 1-of-3 2.5 GB: 2-of-3 1.7 GB: 3-of-3
Supported Languages	en
Quantization Type	16bit
Model Architecture	LlamaForCausalLM
License	apache-2.0
Context Length	131072
Model Max Length	131072
Transformers Version	4.53.2
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<\|finetune_right_pad_id\|>
Vocabulary Size	156943
Torch Data Type	bfloat16

Rank the Xhosa English Tts Merged 16bit Checkpoint 30000 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

Quantized Models of the Xhosa English Tts Merged 16bit Checkpoint 30000

Model	Likes	Downloads	VRAM
... Merged 16bit Checkpoint 30000	0	13	7 GB

Best Alternatives to Xhosa English Tts Merged 16bit Checkpoint 30000

Best Alternatives	Context / RAM	Downloads	Likes
Legal Rag Model	128K / 2.2 GB	8	0
Orpheus Tr Model	128K / 6.6 GB	5	0
Orpheous Multi Speaker Lug	128K / 6.6 GB	506	0
Xh En SpeakerIDs	128K / 7.6 GB	7	0
Opu 1	128K / 6.6 GB	6	0
Orpheus TTS MediaSpeech AR	128K / 6.6 GB	54	6
... FT Embraceable FirstSubset V2	128K / 6.6 GB	6	0
Orpheus TTS De	128K / 6.6 GB	12	1
Llama2 Kv Sharing	2K / 0 GB	4029	0

Note: green Score (e.g. "73.2") means that the model is better than IIEleven11/xhosa-English-tts-merged-16bit_checkpoint-30000.