# Low-resource adaptation

Qwen2.5 7B Instruct Qwq Mix R1 Science
Other
A version fine-tuned on scientific datasets based on Qwen/Qwen2.5-7B-Instruct
Large Language Model Transformers
Q
mlfoundations-dev
408
1
Thedrummer Valkyrie 49B V1 GGUF
Valkyrie-49B-v1 is a 49B-parameter large language model based on llama.cpp, offering multiple quantization versions suitable for different hardware configurations.
Large Language Model
T
bartowski
64.03k
9
Smoothie Qwen3 4B
Apache-2.0
Smoothie Qwen is a lightweight adjustment tool that can smooth the token probabilities in Qwen and similar models and enhance the multilingual balanced generation ability.
Large Language Model Transformers English
S
dnotitia
2,189
2
Smoothie Qwen3 0.6B
Apache-2.0
A lightweight adjustment tool that can smooth the token probabilities in Qwen and similar models and enhance the balance ability of multilingual generation.
Large Language Model Transformers English
S
dnotitia
1,710
2
Llama 3.2 1B Instruct FitnessAssistant
This model is a fine-tuned version of Llama-3.2-1B-Instruct using LoRA (Low-Rank Adaptation) weights, primarily designed to assist in answering various topic-related questions and providing relevant information.
Large Language Model Transformers
L
Soorya03
72
2
Pocketdoc Dans SakuraKaze V1.0.0 12b GGUF
Apache-2.0
Llamacpp imatrix quantized version based on PocketDoc/Dans-SakuraKaze-V1.0.0-12b, supporting multiple quantization types, suitable for text generation tasks.
Large Language Model English
P
bartowski
788
3
Thedrummer Skyfall 36B V2 GGUF
Other
Skyfall-36B-v2 is a 36B-parameter large language model, processed with llama.cpp's imatrix quantization, offering multiple quantized versions to accommodate different hardware requirements.
Large Language Model
T
bartowski
40.42k
11
Maniacbox
A text-to-image generation model based on LoRA technology, utilizing a diffuser architecture, capable of generating images with a Maniac Box style.
Text-to-Image
M
eldrazeem
74
1
MMS TTS THAI MALE NARRATOR
This is a Thai text-to-speech model based on the VITS architecture, specifically fine-tuned for male narration style.
Speech Synthesis Other
M
VIZINTZOR
205
3
Modernbert Llm Router
Apache-2.0
A BERT model fine-tuned based on google-bert/bert-base-uncased, with unspecified specific use
Large Language Model Transformers
M
glunzev
15
1
Normistral 11b Warm
Apache-2.0
NorMistral-11b-warm is a Norwegian large language model initialized based on Mistral-Nemo-Base-2407, supporting multiple Scandinavian languages and Sami.
Large Language Model Transformers
N
norallm
959
8
David Bowie Flux
MIT
FLUX.1-dev is a LoRA fine-tuned text-to-image diffusion model focused on generating high-quality artistic style images.
Image Generation
D
thwri
16
2
Flux 1 Dev LoRA Paper Cutout Style
Other
This is a LoRA weight model trained based on black-forest-labs/FLUX.1-dev, specifically designed for generating paper-cut style images.
Image Generation
F
Norod78
555
29
Mms Zeroshot 300m
A checkpoint model based on the MMS zero-shot project, capable of transcribing speech in nearly any language with only a small amount of unannotated text in the target language.
Speech Recognition Transformers
M
mms-meta
48
10
Rollama3 8b Instruct 2024 06 28
RoLlama3 is a series of Romanian language generation text models based on Meta Llama 3, this is the 8B parameter instruction fine-tuned version, specifically optimized for Romanian language tasks.
Large Language Model Transformers Other
R
OpenLLM-Ro
62
9
Llama 2 7b Ukrainian
Llama-2-7b-Ukrainian Version is a bilingual pre-trained model supporting Ukrainian and English, based on continued pre-training of Llama-2-7b using 5 billion tokens of data from CulturaX.
Large Language Model Transformers Supports Multiple Languages
L
tartuNLP
141
2
Wizardlm 2 7B Abliterated GGUF
Apache-2.0
Llamacpp imatrix quantized version of WizardLM-2-7B-abliterated, offering multiple quantization options for different hardware configurations.
Large Language Model
W
bartowski
2,561
13
Bagel 8b V1.0 GGUF
Other
The Llamacpp imatrix quantization version of bagel-8b-v1.0, providing multiple quantization files to meet different hardware and performance requirements.
Large Language Model
B
bartowski
13.12k
3
Lm3 8 Bnb 4bit V1.0
Korean text generation model based on Llama 2 architecture, specialized for Korean natural language processing tasks
Large Language Model Transformers Korean
L
haes95
18
1
TC Instruct DPO
Apache-2.0
Thai instruction-optimized model fine-tuned from Typhoon-7B using Direct Preference Optimization (DPO) technology
Large Language Model Transformers Supports Multiple Languages
T
tanamettpk
28
10
Sambalingo Turkish Base
SambaLingo-Turkish-Base is a bilingual (Turkish and English) model based on Llama-2-7b pre-training, adapted for Turkish by training on 42 billion tokens from the Turkish portion of the Cultura-X dataset.
Large Language Model Transformers Supports Multiple Languages
S
sambanovasystems
29
38
Bangla Llama 13b Base V0.1
A 13B-parameter Bengali-optimized large language model based on LLaMA-2 architecture, supporting causal language modeling in Bengali and English
Large Language Model Transformers Supports Multiple Languages
B
BanglaLLM
63
6
Noname Ai V2 2 Light
Apache-2.0
This is an open-source model based on the Apache-2.0 license. Specific functionalities depend on the actual model
Large Language Model Transformers
N
huskyhong
15
1
Vbd Llama2 7B 50b Chat
A Vietnamese-optimized dialogue model based on LLaMA2-7B, enhanced for Vietnamese language capabilities through continued self-supervised learning and supervised fine-tuning
Large Language Model Transformers Supports Multiple Languages
V
LR-AI-Labs
25
26
Mistral 7b Wiki
This is a version fine-tuned in Korean based on the mistral-7b model
Large Language Model Transformers Korean
M
shleeeee
1,793
1
Tinyllama V0 GGUF
MIT
TinyLLama-v0 is a lightweight language model provided in GGUF format, suitable for text generation tasks.
Large Language Model English
T
aladar
72
2
Remm SLERP L2 13B
ReMM-SLERP is a reconstructed version of the original MythoMax-L2-13B, utilizing SLERP technology to integrate multiple updated 13B parameter models, including Chronos-Beluga, Airoboros, and Huginn.
Large Language Model Transformers
R
Undi95
121
21
Llama 2 7b MedQuAD
Apache-2.0
A medical Q&A model fine-tuned on the MedQuAD dataset based on Llama-2-7b-chat
Large Language Model
L
EdwardYu
27
2
Caramelinho
A bilingual (Portuguese/English) text generation model fine-tuned from Falcon-7B using QLoRA method
Large Language Model Supports Multiple Languages
C
Bruno
22
4
Yalum
Openrail
Stable Diffusion model fine-tuned with Dreambooth technology for generating high-quality personalized images
Image Generation
Y
levovix
16
0
Moscow Calling Fusion
Openrail
This is a stable diffusion model trained with Dreambooth technology for text-to-image generation tasks.
Image Generation
M
akusov
16
0
Wav2vec2 Conformer Rel Pos Large 960h Ft Intent Classification Ori
Apache-2.0
This model is a fine-tuned speech intent classification model based on facebook/wav2vec2-conformer-rel-pos-large-960h-ft, achieving an accuracy of 58.33% on the evaluation set.
Audio Classification Transformers
W
MuhammadIqbalBazmi
15
0
Marian Finetuned Kde4 En To Ja Kftt
Apache-2.0
This model is an English-Japanese translation model fine-tuned based on Helsinki-NLP/opus-tatoeba-en-ja, optimized on an unknown dataset.
Machine Translation Transformers
M
Hoax0930
250
2
Bart Base Few Shot K 256 Finetuned Squad Seed 4
Apache-2.0
This model is a fine-tuned version of facebook/bart-base on the SQuAD dataset, suitable for question answering tasks.
Question Answering System Transformers
B
anas-awadalla
13
0
Qs Classifier Bert
Apache-2.0
A classification model fine-tuned based on bert-base-uncased for unknown classification tasks
Text Classification Transformers
Q
asvs
17
1
Ai Light Dance Singing Ft Pretrain Wav2vec2 Large Lv60
This model is an automatic speech recognition (ASR) model based on the wav2vec2-large-lv60 architecture, fine-tuned on the GARY109/AI_LIGHT_DANCE - ONSET-SINGING dataset, primarily used for singing voice recognition tasks.
Speech Recognition Transformers
A
gary109
22
0
Bert Base Uncased Issues 128
Apache-2.0
A fine-tuned version of the bert-base-uncased model, suitable for specific task processing
Large Language Model Transformers
B
cj-mills
129
0
Xlm Roberta Large Xquad
A multilingual Q&A model based on XLM-RoBERTa-large, trained on the XQuAD dataset, supporting extractive Q&A tasks in 11 languages.
Question Answering System Transformers Other
X
alon-albalak
45
2
Unispeech 1350 En 353 Fr Ft 1h
UniSpeech is a unified speech representation learning model that combines labeled and unlabeled data for pre-training, specifically fine-tuned for French.
Speech Recognition Transformers French
U
microsoft
20
0
Wav2vec2 Tiny Random Robust
Apache-2.0
A lightweight automatic speech recognition (ASR) model, based on a randomly initialized version of the Wav2Vec2 architecture, designed for robustness testing.
Speech Recognition Transformers English
W
patrickvonplaten
406
0
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