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18
Tiiny/SmallThinker-21BA3B-Instruct-GGUF
Tiiny
2025-08-05T01:14:18Z
1,024
38
null
[ "gguf", "text-generation", "en", "base_model:Tiiny/SmallThinker-21BA3B-Instruct", "base_model:quantized:Tiiny/SmallThinker-21BA3B-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2025-07-27T16:10:02Z
## SmallThinker-21BA3B-Instruct-GGUF - GGUF models with `.gguf` suffix can used with [*llama.cpp*](https://github.com/ggml-org/llama.cpp) framework. - GGUF models with `.powerinfer.gguf` suffix are integrated with fused sparse FFN operators and sparse LM head operators. These models are only compatible to [*powerinfe...
[]
tencent/HunyuanVideo
tencent
2025-03-06T15:39:29Z
972
2,137
null
[ "text-to-video", "arxiv:2412.03603", "arxiv:2405.07719", "license:other", "region:us" ]
text-to-video
2024-12-01T06:00:34Z
<!-- ## **HunyuanVideo** --> <p align="center"> <img src="https://raw.githubusercontent.com/Tencent/HunyuanVideo/refs/heads/main/assets/logo.png" height=100> </p> # HunyuanVideo: A Systematic Framework For Large Video Generation Model Training ----- This repo contains PyTorch model definitions, pre-trained weigh...
[ { "start": 657, "end": 680, "text": "Penguin Video Benchmark", "label": "benchmark name", "score": 0.906421959400177 } ]
Intel/GLM-5-int4-mixed-AutoRound
Intel
2026-03-18T01:37:42Z
6,275
3
null
[ "safetensors", "glm_moe_dsa", "text-generation-inference", "arxiv:2309.05516", "base_model:zai-org/GLM-5", "base_model:quantized:zai-org/GLM-5", "4-bit", "auto-round", "region:us" ]
null
2026-02-25T15:00:16Z
## Model Details This model is a mixed int4 model with group_size 64 and symmetric quantization of [zai-org/GLM-5](https://huggingface.co/zai-org/GLM-5/) generated by [intel/auto-round](https://github.com/intel/auto-round). Please follow the license of the original model. **The model is quantized with pure RTN mode**...
[ { "start": 109, "end": 114, "text": "GLM-5", "label": "benchmark name", "score": 0.7280599474906921 }, { "start": 147, "end": 152, "text": "GLM-5", "label": "benchmark name", "score": 0.7343122959136963 }, { "start": 175, "end": 185, "text": "auto-round", ...
ZySec-AI/SecurityLLM
ZySec-AI
2024-07-29T21:43:43Z
269
103
transformers
[ "transformers", "safetensors", "mistral", "text-generation", "security", "cybersecwithai", "threat", "vulnerability", "infosec", "zysec.ai", "cyber security", "ai4security", "llmsecurity", "cyber", "malware analysis", "exploitdev", "ai4good", "aisecurity", "cybersec", "cybersec...
text-generation
2024-01-28T09:42:04Z
# ZySec-7B ZySec-7B, stands as a pivotal innovation for security professionals, leveraging the advanced capabilities of HuggingFace's Zephyr language model series. This AI model is crafted to be an omnipresent cybersecurity ally, offering on-demand, expert guidance in cybersecurity issues. Picture ZySec-7B as an ever-...
[]
Qwen/Qwen3-4B-MLX-4bit
Qwen
2025-08-29T08:19:39Z
70,100
27
mlx
[ "mlx", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "license:apache-2.0", "4-bit", "region:us" ]
text-generation
2025-05-23T23:58:29Z
# Qwen3-4B-MLX-4bit <a href="https://chat.qwen.ai/" target="_blank" style="margin: 2px;"> <img alt="Chat" src="https://img.shields.io/badge/%F0%9F%92%9C%EF%B8%8F%20Qwen%20Chat%20-536af5" style="display: inline-block; vertical-align: middle;"/> </a> ## Qwen3 Highlights Qwen3 is the latest generation of large langu...
[]
Zigeng/DMax-Coder-16B
Zigeng
2026-04-20T04:56:08Z
1,297
38
transformers
[ "transformers", "safetensors", "llada2_moe", "text-generation", "conversational", "custom_code", "dataset:Zigeng/DMax-LLaDA-2.0-Mini-Code-Trajectories", "arxiv:2604.08302", "base_model:inclusionAI/LLaDA2.0-mini", "base_model:finetune:inclusionAI/LLaDA2.0-mini", "license:apache-2.0", "region:us...
text-generation
2026-04-08T12:26:15Z
<div align="center"> <h1>🚀 DMax: Aggressive Parallel Decoding for dLLMs</h1> <div align="center"> <a href="https://github.com/czg1225/DMax/blob/main/LICENSE"> <img alt="Apache" src="https://img.shields.io/badge/License-Apache-4E94CE.svg"> </a> <a href="https://huggingface.co/papers/2604.08302"> <img sr...
[]
RedHatAI/Qwen3-8B-speculator.eagle3
RedHatAI
2025-12-02T15:59:57Z
88,444
18
transformers
[ "transformers", "safetensors", "neuralmagic", "redhat", "speculators", "eagle3", "text-generation", "custom_code", "arxiv:2503.01840", "license:apache-2.0", "endpoints_compatible", "region:us" ]
text-generation
2025-09-19T12:33:43Z
# Qwen3-8B-speculator.eagle3 ## Model Overview - **Verifier:** Qwen/Qwen3-8B - **Speculative Decoding Algorithm:** EAGLE-3 - **Model Architecture:** Eagle3Speculator - **Release Date:** 07/27/2025 - **Version:** 1.0 - **Model Developers:** RedHat This is a speculator model designed for use with [Qwen/Qwen3-8B](https:...
[]
BAAI/RoboBrain2.5-4B
BAAI
2026-02-28T20:00:01Z
379
7
null
[ "safetensors", "qwen3_vl", "arxiv:2601.14352", "license:apache-2.0", "region:us" ]
null
2026-02-28T17:49:03Z
<div align="center"> <img src="https://github.com/FlagOpen/RoboBrain2.5/raw/main/assets/logo2.png" width="500"/> </div> <h1 align="center">RoboBrain 2.5: Depth in Sight, Time in Mind. </h1> <p align="center"> </a>&nbsp&nbsp⭐️ <a href="https://superrobobrain.github.io/">Project Page</a></a>&nbsp&nbsp | &nbsp&n...
[]
OddTheGreat/Luna_12B_V.3
OddTheGreat
2026-02-19T13:53:58Z
169
5
transformers
[ "transformers", "safetensors", "gemma3", "image-text-to-text", "mergekit", "merge", "roleplay", "conversational", "ru", "en", "base_model:LastRef/gemma-3-12b-it-heretic-x", "base_model:merge:LastRef/gemma-3-12b-it-heretic-x", "base_model:ReadyArt/Safeword-Casual-V1-12B", "base_model:merge:...
image-text-to-text
2026-01-31T23:35:57Z
# Luna_12B_V.3 This is a merge of pre-trained language models. I'm tired of Mistral 24B, but sadly, it seems there are no consumer-grade models as good for roleplaying as it is. However, some smaller models are worth trying. 12B Gemma is one of them. The goal of this merge was to create a non-thinking, all-around m...
[]
ByteDance/Hyper-SD
ByteDance
2024-12-05T09:02:21Z
60,156
1,334
diffusers
[ "diffusers", "lora", "text-to-image", "stable-diffusion", "flux", "arxiv:2404.13686", "base_model:black-forest-labs/FLUX.1-dev", "base_model:adapter:black-forest-labs/FLUX.1-dev", "region:us" ]
text-to-image
2024-04-20T06:34:54Z
# Hyper-SD Official Repository of the paper: *[Hyper-SD](https://arxiv.org/abs/2404.13686)*. Project Page: https://hyper-sd.github.io/ ![](./hypersd_tearser.jpg) ## News🔥🔥🔥 * Aug.26, 2024. 💥💥💥 Our 8-steps and 16-steps **FLUX.1-dev-related LoRAs** are available now! We recommend LoRA scales around 0.125 that ...
[]
mradermacher/voice-realtime-1b-10-GGUF
mradermacher
2026-01-23T15:19:54Z
158
1
transformers
[ "transformers", "gguf", "Realtime TTS", "Streaming text input", "Long-form speech generation", "en", "base_model:crismacias/voice-realtime-1b-10", "base_model:quantized:crismacias/voice-realtime-1b-10", "license:mit", "endpoints_compatible", "region:us", "conversational" ]
null
2026-01-23T15:03:05Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[ { "start": 520, "end": 545, "text": "voice-realtime-1b-10-GGUF", "label": "benchmark name", "score": 0.6192178726196289 } ]
Goekdeniz-Guelmez/JOSIE-4B-Instruct
Goekdeniz-Guelmez
2026-03-08T16:49:10Z
452
8
transformers
[ "transformers", "safetensors", "qwen3", "text-generation", "chat", "conversational", "multilingual", "en", "es", "fr", "pt", "it", "ar", "ko", "id", "ru", "vi", "de", "th", "ja", "base_model:Goekdeniz-Guelmez/Qwen3-4B-Instruct-2507-gabliterated", "base_model:finetune:Goekde...
text-generation
2026-02-12T20:47:18Z
# JOSIE-4B-Instruct <p align="center"> <img src="josie.jpeg" width="200" alt="JOSIE Logo"> </p> ## Model Card for JOSIE-4B-Instruct JOSIE-4B-Instruct is a full-weight fine-tuned instruction-following model built on the **gabliterated** version of Qwen3-4B-Instruct-2507. Gabliterated models use a method developed by ...
[]
OpenMOSS-Team/SciJudge-4B
OpenMOSS-Team
2026-03-17T08:21:40Z
300
5
transformers
[ "transformers", "safetensors", "qwen3", "text-generation", "scientific-evaluation", "citation-prediction", "preference-learning", "GRPO", "conversational", "en", "arxiv:2603.14473", "base_model:Qwen/Qwen3-4B-Instruct-2507", "base_model:finetune:Qwen/Qwen3-4B-Instruct-2507", "license:apache...
text-generation
2026-03-15T02:07:22Z
# SciJudge-Qwen3-4B SciJudge-Qwen3-4B is a fine-tuned language model for **scientific paper evaluation**. Given two academic papers' metadata (title, abstract, publication date), it predicts which paper has a higher citation count — serving as a proxy for assessing research impact and "scientific taste." This model i...
[]
wangkanai/wan22-fp8-i2v-gguf
wangkanai
2025-10-28T18:22:12Z
530
3
diffusers
[ "diffusers", "gguf", "wan", "image-to-video", "video-generation", "license:other", "region:us" ]
image-to-video
2025-10-14T09:33:48Z
<!-- README Version: v1.5 --> # Wan2.2 Image-to-Video (I2V-A14B) - GGUF Quantized Models High-quality quantized GGUF versions of the Wan2.2 Image-to-Video A14B model for efficient local inference. This repository contains multiple quantization levels optimized for different hardware configurations and quality require...
[]
Vrizzo/indian-art-sd-model
Vrizzo
2026-03-20T12:34:42Z
179
15
diffusers
[ "diffusers", "safetensors", "stable-diffusion", "text-to-image", "indian-art", "madhubani", "warli", "rangoli", "fine-tuned", "en", "base_model:runwayml/stable-diffusion-v1-5", "base_model:finetune:runwayml/stable-diffusion-v1-5", "license:creativeml-openrail-m", "endpoints_compatible", ...
text-to-image
2026-03-13T18:38:35Z
# 🎨 Indian Art Stable Diffusion Model Generate beautiful traditional Indian art styles using simple text prompts. Fine-tuned from Stable Diffusion v1.5 on Indian cultural art themes. ## 🖼️ Sample Outputs ![Madhubani Peacock](samples/madhubani_peacock.png) ![Warli Village](samples/warli_village.png) ## ✅ What This...
[]
unsloth/gemma-4-E2B-it-UD-MLX-4bit
unsloth
2026-04-13T06:14:54Z
1,048
13
null
[ "safetensors", "gemma4", "unsloth", "gemma", "google", "image-text-to-text", "conversational", "base_model:google/gemma-4-E2B-it", "base_model:quantized:google/gemma-4-E2B-it", "license:apache-2.0", "4-bit", "region:us" ]
image-text-to-text
2026-04-02T16:55:03Z
# Read our How to [Run Gemma 4 Guide!](https://docs.unsloth.ai/models/gemma-4) To run MLX: ``` curl -fsSL https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/scripts/install_gemma4_mlx.sh | sh source ~/.unsloth/unsloth_gemma4_mlx/bin/activate python -m mlx_vlm.chat --model unsloth/gemma-4-E2B-it-UD-MLX...
[]
mradermacher/Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-i1-GGUF
mradermacher
2026-03-04T10:51:20Z
4,159
4
transformers
[ "transformers", "gguf", "fine tune", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continue", "storytelling", "fiction story", "science fiction", "romance", "all genres", "story", "writing", "vivid prosing", ...
null
2026-03-04T10:22:13Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 463, "end": 500, "text": "Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT", "label": "benchmark name", "score": 0.6156575679779053 }, { "start": 637, "end": 682, "text": "Qwen3.5-9B-Claude-4.6-HighIQ-INSTRUCT-i1-GGUF", "label": "benchmark name", "score": 0.72727578878402...
Flexan/Novaciano-Sorete-1B-GGUF
Flexan
2026-02-24T21:28:00Z
785
1
transformers
[ "transformers", "gguf", "text-generation", "safetensors", "gemma3_text", "mergekit", "uncensored", "nsfw", "roleplay", "taboo", "low-end", "1b", "heretic", "abliterated", "esperpento-family", "sorete", "Not-For-All-Audiences", "es", "en", "arxiv:2311.03099", "base_model:Novac...
text-generation
2026-02-24T10:06:29Z
# GGUF Files for Sorete-1B These are the GGUF files for [Novaciano/Sorete-1B](https://huggingface.co/Novaciano/Sorete-1B). ## Downloads | GGUF Link | Quantization | Description | | ---- | ----- | ----------- | | [Download](https://huggingface.co/Flexan/Novaciano-Sorete-1B-GGUF/resolve/main/Sorete-1B.Q2_K.gguf) | Q2_...
[]
prithivMLmods/Qwen3.5-9B-f32-GGUF
prithivMLmods
2026-03-03T03:33:46Z
2,697
2
transformers
[ "transformers", "gguf", "qwen3_5", "text-generation-inference", "llama.cpp", "image-text-to-text", "en", "base_model:Qwen/Qwen3.5-9B", "base_model:quantized:Qwen/Qwen3.5-9B", "license:apache-2.0", "endpoints_compatible", "region:us", "conversational" ]
image-text-to-text
2026-03-02T16:50:35Z
# **Qwen3.5-9B-f32-GGUF** > Qwen3.5-9B from Alibaba's Qwen team is the flagship of the Qwen3.5 small series (0.8B-9B), a 9B-parameter dense multimodal causal language model with integrated vision encoder, leveraging a hybrid Gated DeltaNet architecture (8×[3×(Gated DeltaNet → FFN) → 1×(Gated Attention → FFN)] with 32 ...
[]
AngelSlim/Qwen3-1.7B_eagle3
AngelSlim
2026-01-13T06:46:18Z
47,617
5
null
[ "pytorch", "llama", "qwen3", "eagle3", "eagle", "arxiv:2509.24248", "arxiv:2509.23809", "region:us" ]
null
2025-07-11T07:03:00Z
<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://github.com/Tencent/AngelSlim/blob/main/docs/source/assets/logos/angelslim_logo_light.png?raw=true"> <img alt="AngelSlim" src="https://github.com/Tencent/AngelSlim/blob/main/docs/source/assets/logos/angelslim_logo.png?raw...
[]
DavidAU/Qwen3.5-4B-Gemini-Pro-HighIQ-THINKING
DavidAU
2026-03-12T00:54:58Z
196
1
transformers
[ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "unsloth", "fine tune", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continue", "storytelling", "fiction story", "science fiction", "romance", ...
image-text-to-text
2026-03-05T01:48:47Z
<small><font color="red">IMPORTANT:</font> This model has an upgraded Jinja template which repairs issues with org model (repeats, long thinking, loops) and upgrades/repairs to tool handling.</small> <h2>Qwen3.5-4B-Claude-4.6-HighIQ-THINKING</h2> Fine tune via Unsloth of Qwen 3.5 4B dense model using Gemini Pro datas...
[]
NickupAI/LFM2.5-1.2B-Saiga-It-v3-GGUF
NickupAI
2026-03-13T08:37:23Z
227
1
null
[ "gguf", "russian", "saiga", "continued-pretraining", "sft", "lfm", "liquid-ai", "ru", "en", "dataset:IlyaGusev/saiga_scored", "dataset:d0rj/alpaca-cleaned-ru", "dataset:IlyaGusev/ru_sharegpt_cleaned", "dataset:IlyaGusev/ru_turbo_saiga", "dataset:lksy/ru_instruct_gpt4", "dataset:wikimedia...
null
2026-03-13T08:28:14Z
# LFM2.5-1.2B-Saiga-It-v3 Continued attempt to make a Russian-language Saiga out of [LFM2.5 1.2B](https://huggingface.co/LiquidAI/LFM2.5-1.2B-Instruct) by Liquid AI. This is v3 — a significant upgrade over [v2](https://huggingface.co/NickupAI/LFM2.5-1.2B-Saiga-It-v2) with much more CPT data. Inspired by the amazing w...
[]
joe32140/ModernBERT-base-msmarco
joe32140
2025-01-26T00:05:31Z
2,421
11
sentence-transformers
[ "sentence-transformers", "onnx", "safetensors", "modernbert", "sentence-similarity", "feature-extraction", "generated_from_trainer", "dataset_size:11662655", "loss:CachedMultipleNegativesRankingLoss", "en", "dataset:sentence-transformers/msmarco-co-condenser-margin-mse-sym-mnrl-mean-v1", "arxi...
sentence-similarity
2024-12-20T05:00:55Z
# SentenceTransformer based on answerdotai/ModernBERT-base This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [answerdotai/ModernBERT-base](https://huggingface.co/answerdotai/ModernBERT-base) on the [msmarco-co-condenser-margin-mse-sym-mnrl-mean-v1](https://huggingface.co/datasets/sentence-t...
[]
DavidAU/Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking
DavidAU
2026-02-21T01:55:28Z
148
5
transformers
[ "transformers", "safetensors", "gemma3", "image-text-to-text", "uncensored", "heretic", "abliterated", "unsloth", "finetune", "All use cases", "bfloat16", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continu...
image-text-to-text
2026-02-02T04:55:51Z
<small>Feb 16 2026: Upgraded Jinja Template with direct thinking logic to improve thinking activation.</small> <h2>Gemma-3-4B-VL-it-Gemini-Pro-Heretic-Uncensored-Thinking</h2> This is a fully uncensored, full deep thinking Gemma 4B fine tune using Gemini Pro reasoning dataset via Unsloth via local hardware, Linux (fo...
[ { "start": 1033, "end": 1046, "text": "arc_challenge", "label": "benchmark name", "score": 0.7538928985595703 }, { "start": 1047, "end": 1055, "text": "arc_easy", "label": "benchmark name", "score": 0.703282356262207 }, { "start": 1056, "end": 1061, "text"...
mradermacher/DASD-4B-Thinking-i1-GGUF
mradermacher
2026-01-17T05:00:11Z
224
5
transformers
[ "transformers", "gguf", "en", "dataset:Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b", "dataset:Alibaba-Apsara/Superior-Reasoning-SFT-gpt-oss-120b-Logprob", "base_model:Alibaba-Apsara/DASD-4B-Thinking", "base_model:quantized:Alibaba-Apsara/DASD-4B-Thinking", "license:apache-2.0", "endpoints_com...
null
2026-01-16T23:22:45Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 470, "end": 486, "text": "DASD-4B-Thinking", "label": "benchmark name", "score": 0.6109809279441833 }, { "start": 623, "end": 647, "text": "DASD-4B-Thinking-i1-GGUF", "label": "benchmark name", "score": 0.674644410610199 }, { "start": 1203, "end": 1...
IggyLux/MN-VelvetCafe-RP-12B-Q4_K_M-GGUF
IggyLux
2026-03-09T01:14:26Z
536
1
transformers
[ "transformers", "gguf", "mergekit", "merge", "roleplaying", "RP", "Writing", "creative", "story", "fiction", "mistral", "text", "adventure", "conversational", "base_model:PocketDoc/Dans-PersonalityEngine-V1.3.0-12b", "base_model:merge:PocketDoc/Dans-PersonalityEngine-V1.3.0-12b", "ba...
null
2026-03-07T03:10:06Z
# ![LuxBannerVelvetCafe](https://cdn-uploads.huggingface.co/production/uploads/65bbcee1320702b1043ef8ae/F-SR5UFdMWsHtiGxJRtlL.png) ![Velvet_Cafe](https://cdn-uploads.huggingface.co/production/uploads/65bbcee1320702b1043ef8ae/yo1cOV4_gg4I1AvBncAya.jpeg) Static Quants: https://huggingface.co/IggyLux/MN-VelvetCafe-RP...
[]
nvidia/esm2_t33_650M_UR50D
nvidia
2026-04-08T03:18:34Z
1,688
3
transformers
[ "transformers", "safetensors", "nv_esm", "fill-mask", "custom_code", "license:mit", "region:us" ]
fill-mask
2025-07-30T20:53:47Z
> [!NOTE] > This model has been optimized using NVIDIA's [TransformerEngine](https://github.com/NVIDIA/TransformerEngine) > library. Slight numerical differences may be observed between the original model and the optimized > version. For instructions on how to install TransformerEngine, please refer to the > [official ...
[]
ubergarm/Qwen3-Coder-Next-GGUF
ubergarm
2026-02-26T20:30:25Z
6,071
15
null
[ "gguf", "imatrix", "conversational", "qwen3_next", "ik_llama.cpp", "text-generation", "base_model:Qwen/Qwen3-Coder-Next", "base_model:quantized:Qwen/Qwen3-Coder-Next", "license:apache-2.0", "endpoints_compatible", "region:us" ]
text-generation
2026-02-22T18:48:09Z
## `ik_llama.cpp` imatrix Quantizations of Qwen/Qwen3-Coder-Next *NOTE* `ik_llama.cpp` can also run your existing GGUFs from bartowski, unsloth, mradermacher, etc if you want to try it out before downloading my quants. Some of ik's new quants are supported with [Nexesenex/croco.cpp](https://github.com/Nexesenex/croco....
[]
Unbabel/M-Prometheus-7B
Unbabel
2025-05-06T01:35:10Z
1,385
8
transformers
[ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2504.04953", "base_model:Qwen/Qwen2.5-7B-Instruct", "base_model:finetune:Qwen/Qwen2.5-7B-Instruct", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ]
text-generation
2025-04-07T10:58:27Z
<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. --> # M-Prometheus M-Prometheus is a suite of open LLM judges that can natively evaluate multilingual outputs. They were trained on 480...
[ { "start": 190, "end": 202, "text": "M-Prometheus", "label": "benchmark name", "score": 0.8059093356132507 }, { "start": 204, "end": 216, "text": "M-Prometheus", "label": "benchmark name", "score": 0.8151921033859253 }, { "start": 1704, "end": 1712, "text"...
Flexan/FoxyzGPT-X1.1-1.7B-GGUF
Flexan
2026-03-23T21:28:53Z
410
1
null
[ "gguf", "text-generation", "en", "base_model:Qwen/Qwen3-1.7B", "base_model:quantized:Qwen/Qwen3-1.7B", "license:cc-by-sa-4.0", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2026-03-23T21:05:00Z
# GGUF Files for FoxyzGPT-X1.1-1.7B These are the GGUF files for [Flexan/FoxyzGPT-X1.1-1.7B](https://huggingface.co/Flexan/FoxyzGPT-X1.1-1.7B). ## Downloads | GGUF Link | Quantization | Description | | ---- | ----- | ----------- | | [Download](https://huggingface.co/Flexan/Flexan-FoxyzGPT-X1.1-1.7B-GGUF/resolve/main...
[]
nightmedia/Qwen3-30B-A3B-Thinking-2507-Claude-4.5-Sonnet-High-Reasoning-Distill-mxfp4-mlx
nightmedia
2025-11-17T01:21:58Z
905
3
mlx
[ "mlx", "safetensors", "qwen3_moe", "text-generation", "text-generation-inference", "transformers", "unsloth", "conversational", "en", "dataset:TeichAI/claude-sonnet-4.5-high-reasoning-250x", "base_model:TeichAI/Qwen3-30B-A3B-Thinking-2507-Claude-4.5-Sonnet-High-Reasoning-Distill", "base_model:...
text-generation
2025-11-16T16:14:31Z
# Qwen3-30B-A3B-Thinking-2507-Claude-4.5-Sonnet-High-Reasoning-Distill-mxfp4-mlx > Reviewed with [nightmedia/Qwen3-Next-80B-A3B-Instruct-512K-11e-qx65n-mlx](https://huggingface.co/nightmedia/Qwen3-Next-80B-A3B-Instruct-512K-11e-qx65n-mlx) Thank you for this rich and nuanced dataset — it’s a valuable window into how m...
[]
redrix/GodSlayer-12B-ABYSS
redrix
2025-01-23T14:14:49Z
144
22
transformers
[ "transformers", "safetensors", "mistral", "text-generation", "mergekit", "merge", "12b", "chat", "roleplay", "creative-writing", "DELLA-linear", "conversational", "base_model:ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2", "base_model:merge:ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2", "base_m...
text-generation
2025-01-22T19:20:40Z
# GodSlayer-12B-ABYSS This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). The goal of this model is to remain fairly stable and coherent, while counteracting positivity-bias and improving realism and diverse responses. Model #12 ## Merge Details ### Merge Metho...
[]
mlabonne/gemma-3-1b-it-abliterated-GGUF
mlabonne
2025-03-21T16:15:22Z
1,197
11
transformers
[ "transformers", "gguf", "image-text-to-text", "base_model:google/gemma-3-12b-it", "base_model:quantized:google/gemma-3-12b-it", "license:gemma", "endpoints_compatible", "region:us", "conversational" ]
image-text-to-text
2025-03-20T22:08:02Z
# 💎 Gemma 3 1B IT Abliterated GGUF ![image/png](https://cdn-uploads.huggingface.co/production/uploads/61b8e2ba285851687028d395/WjFfc8hhj20r5XK07Yny9.png) <center><a href="https://huggingface.co/mlabonne/gemma-3-4b-it-abliterated">Gemma 3 4B Abliterated</a> • <a href="https://huggingface.co/mlabonne/gemma-3-12b-it-abl...
[]
eaddario/Apriel-1.6-15b-Thinker-GGUF
eaddario
2026-01-02T09:42:09Z
176
2
null
[ "gguf", "quant", "experimental", "target_bpw", "image-text-to-text", "en", "dataset:eaddario/imatrix-calibration", "base_model:ServiceNow-AI/Apriel-1.6-15b-Thinker", "base_model:quantized:ServiceNow-AI/Apriel-1.6-15b-Thinker", "license:mit", "endpoints_compatible", "region:us", "conversation...
image-text-to-text
2025-12-27T13:15:45Z
# Experimental global target bits‑per‑weight quantization of ServiceNow-AI/Apriel-1.6-15b-Thinker Using **non-standard** (forked) [LLaMA C++][llm] release [b7520][llm-rel] for quantization. Original model: [ServiceNow-AI/Apriel-1.6-15b-Thinker][mdl] From the original model creators: > # Summary > > **Apriel-1.6-15B-T...
[ { "start": 208, "end": 244, "text": "ServiceNow-AI/Apriel-1.6-15b-Thinker", "label": "benchmark name", "score": 0.6322080492973328 }, { "start": 304, "end": 326, "text": "Apriel-1.6-15B-Thinker", "label": "benchmark name", "score": 0.6459712386131287 }, { "start":...
shreyan35/gemma-4-31B-Claude-4.6-Opus-thinking-distilled-s7
shreyan35
2026-04-09T10:40:13Z
280
2
transformers
[ "transformers", "safetensors", "gemma4", "image-text-to-text", "gemma", "reasoning", "claude-opus", "distillation", "full-finetune", "llm", "mlm", "multimodal", "video", "text", "audio", "vision", "conversational", "en", "base_model:google/gemma-4-31B-it", "base_model:finetune:...
image-text-to-text
2026-04-06T17:11:35Z
# gemma-4-31B-Claude-4.6-Opus-thinking-distilled-s7-multimodal <div align="center"> <img src="https://huggingface.co/shreyan35/gemma-4-31B-Claude-4.6-Opus-thinking-distilled-s7/resolve/main/banner.jpeg" width="100%" alt="S7 Banner"> </div> **_This new release now makes this finetune listed and tuned correctly for mu...
[ { "start": 559, "end": 562, "text": "SFT", "label": "evaluation metric", "score": 0.642918050289154 }, { "start": 809, "end": 817, "text": "S7 Score", "label": "evaluation metric", "score": 0.9610305428504944 }, { "start": 1044, "end": 1052, "text": "S7 Sc...
mradermacher/Qwen3.5-13B-Strict-Instruct-GGUF
mradermacher
2026-03-15T06:24:10Z
1,526
1
transformers
[ "transformers", "gguf", "unsloth", "fine tune", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continue", "storytelling", "fiction story", "science fiction", "romance", "all genres", "story", "writing", "viv...
null
2026-03-15T06:12:11Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[]
unsloth/gemma-3-270m-it
unsloth
2025-08-14T16:54:50Z
25,866
22
transformers
[ "transformers", "safetensors", "gemma3_text", "text-generation", "gemma3", "unsloth", "gemma", "google", "conversational", "arxiv:2503.19786", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:2311.07911", ...
text-generation
2025-08-13T00:40:40Z
<div> <p style="margin-bottom: 0; margin-top: 0;"> <strong>See <a href="https://huggingface.co/collections/unsloth/gemma-3-67d12b7e8816ec6efa7e4e5b">our collection</a> for all versions of Gemma 3 including GGUF, 4-bit & 16-bit formats.</strong> </p> <p style="margin-bottom: 0;"> <em><a href="https://docs....
[]
zerofata/L3.3-GeneticLemonade-Final-v2-70B
zerofata
2025-06-05T17:40:23Z
695,320
11
transformers
[ "transformers", "safetensors", "llama", "text-generation", "conversational", "dataset:zerofata/Roleplay-Anime-Characters", "dataset:zerofata/Instruct-Anime-CreativeWriting", "dataset:zerofata/Summaries-Anime-FandomPages", "base_model:zerofata/L3.3-GeneticLemonade-Final-70B", "base_model:finetune:z...
text-generation
2025-06-02T01:47:46Z
<!DOCTYPE html> <style> body { font-family: sans-serif; color: #f0f0f0; line-height: 1.6; margin: 0; padding: 0; background-color: #1a0f1a; } .lemonade-text { color: #ff3366; position: relative; z-index: 2; margin-left: 0.2em; text-shadow: 0 0 10px #ff3366; } /* Section styling */ .section-c...
[]
unsloth/DeepSeek-V3-GGUF
unsloth
2025-01-12T01:28:57Z
1,508
137
transformers
[ "transformers", "gguf", "deepseek_v3", "deepseek", "unsloth", "en", "arxiv:2412.19437", "base_model:deepseek-ai/DeepSeek-V3", "base_model:quantized:deepseek-ai/DeepSeek-V3", "license:mit", "endpoints_compatible", "region:us", "conversational" ]
null
2025-01-06T09:27:58Z
## ***See [our collection](https://huggingface.co/collections/unsloth/deepseek-v3-all-versions-677cf5cfd7df8b7815fc723c) for versions of Deepseek V3 including bf16 and original formats.*** | Quants | Disk Size | Details | | ------ | ------- | ------- | | [Q2_K_XS](https://huggingface.co/unsloth/DeepSeek-V3-GGUF/tree/m...
[]
thebajajra/RexBERT-large
thebajajra
2026-02-05T02:32:23Z
151
8
transformers
[ "transformers", "pytorch", "safetensors", "modernbert", "fill-mask", "ecommerce", "e-commerce", "retail", "marketplace", "shopping", "amazon", "ebay", "alibaba", "google", "rakuten", "bestbuy", "walmart", "flipkart", "wayfair", "shein", "target", "etsy", "shopify", "tao...
fill-mask
2025-09-09T00:12:15Z
# RexBERT-large [![License: Apache2.0](https://img.shields.io/badge/License-Apache2.0-green.svg)](https://www.apache.org/licenses/LICENSE-2.0) [![Models](https://img.shields.io/badge/🤗%20Hugging%20Face-Models-blue)](https://huggingface.co/collections/thebajajra/rexbert-68cc4b1b8a272f6beae5ebb8) [![Data](https://img.s...
[]
diff-interpretation-tuning/loras
diff-interpretation-tuning
2025-12-13T20:40:21Z
18,041
1
diff-interpretation-tuning
[ "diff-interpretation-tuning", "dataset:diff-interpretation-tuning/finetuning-data", "arxiv:2510.05092", "base_model:Qwen/Qwen3-4B", "base_model:adapter:Qwen/Qwen3-4B", "license:mit", "region:us" ]
null
2025-09-03T01:15:50Z
# Diff Interpretation Tuning: Weight Diffs and Adapters This repository contains the weight diffs and DIT adapters used in the paper [Learning to Interpret Weight Differences in Language Models (Goel et al. 2025)](https://arxiv.org/abs/2510.05092). To play around with the weight diffs and DIT adapters from the paper, p...
[]
inclusionAI/UI-Venus-1.5-30B-A3B
inclusionAI
2026-02-11T05:38:20Z
3,452
23
transformers
[ "transformers", "safetensors", "qwen3_vl_moe", "image-text-to-text", "multimodel", "gui", "agent", "conversational", "arxiv:2602.09082", "arxiv:2508.10833", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ]
image-text-to-text
2026-02-09T07:55:59Z
# UI-Venus-1.5 model This repository contains the UI-Venus model from the report [UI-Venus-1.5 Technical Report](https://arxiv.org/abs/2602.09082). UI-Venus 1.5 is a unified, end-to-end GUI Agent designed for robust real-world applications. The model family includes two dense (2B/8B) and one MoE (30B-A3B) variants to m...
[ { "start": 2, "end": 14, "text": "UI-Venus-1.5", "label": "benchmark name", "score": 0.7360155582427979 }, { "start": 148, "end": 160, "text": "UI-Venus 1.5", "label": "benchmark name", "score": 0.7410848140716553 }, { "start": 697, "end": 709, "text": "UI...
bytedance-research/UMO
bytedance-research
2025-09-12T07:30:46Z
114
59
diffusers
[ "diffusers", "image-generation", "subject-personalization", "Diffusion-Transformer", "text-to-image", "en", "arxiv:2509.06818", "base_model:OmniGen2/OmniGen2", "base_model:finetune:OmniGen2/OmniGen2", "license:apache-2.0", "region:us" ]
text-to-image
2025-09-08T11:20:04Z
<p align="center"> <img src="https://github.com/bytedance/UMO/raw/main/assets/logo.png" width="100"/> <p> <h3 align="center"> UMO: Scaling Multi-Identity Consistency for Image Customization </br> via Matching Reward </h3> <p align="center"> <a href="https://github.com/bytedance/UMO"><img alt="Build" src="http...
[]
beomi/Llama-3-Open-Ko-8B
beomi
2024-05-20T05:31:06Z
7,732
160
transformers
[ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "llama-3-ko", "conversational", "en", "ko", "arxiv:2310.04799", "license:other", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ]
text-generation
2024-04-22T09:53:13Z
> Update @ 2024.05.20: Re-Upload RoPE fixed model > Update @ 2024.05.01: Pre-Release [Llama-3-KoEn-8B](https://huggingface.co/beomi/Llama-3-KoEn-8B-preview) model & [Llama-3-KoEn-8B-Instruct-preview](https://huggingface.co/beomi/Llama-3-KoEn-8B-Instruct-preview) > Update @ 2024.04.24: Release Llama-3-Open-Ko-8B model...
[]
Crownelius/Crow-9B-HERETIC-4.6
Crownelius
2026-03-17T08:41:49Z
72,308
236
null
[ "safetensors", "gguf", "qwen3_5", "agent", "en", "zh", "ru", "es", "fr", "it", "ja", "ko", "af", "de", "ar", "tr", "is", "pl", "sw", "sv", "nl", "he", "id", "uk", "fa", "pa", "pt", "ms", "fi", "el", "dataset:crownelius/Creative_Writing_ShareGPT_Enhanced", ...
null
2026-03-03T08:14:36Z
![new](https://cdn-uploads.huggingface.co/production/uploads/6969cc22e48357488a36a4fc/jwuuOF9xbtOvTD6gmrH4T.png) [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Base Model](https://img.shields.io/badge/Base-Qwen3.5--9B-purple)](https://huggingface.co...
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zhengchong/CatVTON
zhengchong
2025-01-01T05:10:44Z
1,682
73
transformers
[ "transformers", "safetensors", "arxiv:2407.15886", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us" ]
null
2024-07-21T10:15:16Z
# 🐈 CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models <div style="display: flex; justify-content: center; align-items: center;"> <a href="http://arxiv.org/abs/2407.15886" style="margin: 0 2px;"> <img src='https://img.shields.io/badge/arXiv-2407.15886-red?style=flat&logo=arXiv&logoC...
[ { "start": 4, "end": 11, "text": "CatVTON", "label": "benchmark name", "score": 0.7634999752044678 }, { "start": 394, "end": 401, "text": "CatVTON", "label": "benchmark name", "score": 0.7035852670669556 }, { "start": 610, "end": 617, "text": "CatVTON", ...
facebook/musicgen-stereo-melody-large
facebook
2024-04-24T12:28:06Z
133
68
transformers
[ "transformers", "safetensors", "musicgen_melody", "text-to-audio", "musicgen", "arxiv:2306.05284", "license:cc-by-nc-4.0", "region:us" ]
text-to-audio
2023-10-23T15:01:15Z
# MusicGen - Stereo - Melody - Large 3.3B We further release a set of stereophonic capable models. Those were fine tuned for 200k updates starting from the mono models. The training data is otherwise identical and capabilities and limitations are shared with the base modes. The stereo models work by getting 2 streams ...
[]
VAGOsolutions/SauerkrautLM-Multi-Reason-ModernColBERT
VAGOsolutions
2025-08-03T00:11:52Z
289
10
PyLate
[ "PyLate", "safetensors", "modernbert", "ColBERT", "sentence-transformers", "sentence-similarity", "feature-extraction", "multilingual", "late-interaction", "retrieval", "bright", "loss:Distillation", "arxiv:1908.10084", "base_model:VAGOsolutions/SauerkrautLM-Multi-ModernColBERT", "base_m...
sentence-similarity
2025-07-21T11:43:55Z
<img src="https://vago-solutions.ai/wp-content/uploads/2025/08/SauerkrautLM-Multi-Reason-ModernColBERT.png" width="500" height="auto"> # SauerkrautLM-Multi-Reason-ModernColBERT This model is the first publicly available Late Interaction retriever that integrates: Knowledge Distillation from strong synthetic data (20...
[]
Intel/Qwen3-Coder-30B-A3B-Instruct-gguf-q2ks-mixed-AutoRound
Intel
2025-10-13T05:40:09Z
414
31
null
[ "gguf", "dataset:codeparrot/github-code-clean", "arxiv:2309.05516", "base_model:Qwen/Qwen3-Coder-30B-A3B-Instruct", "base_model:quantized:Qwen/Qwen3-Coder-30B-A3B-Instruct", "endpoints_compatible", "region:us", "conversational" ]
null
2025-08-04T04:33:48Z
## Model Details This model is a mixed gguf q2ks format of [Qwen/Qwen3-Coder-30B-A3B-Instruct](https://huggingface.co/Qwen/Qwen/Qwen3-Coder-30B-A3B-Instruct) generated by [intel/auto-round](https://github.com/intel/auto-round) algorithm. Embedding layer and lm-head layer are fallback to 8 bits and non expert layers...
[]
AxionLab-Co/MiniAxion1-0.9M
AxionLab-Co
2026-04-09T00:33:49Z
611
1
null
[ "nrm", "nano", "reasoning", "thinking", "sub-1m", "lowparams", "custom_code", "text-generation", "en", "license:mit", "region:us" ]
text-generation
2026-04-02T02:09:28Z
# 🧠 MiniAxion1-0.9M **MiniAxion1-0.9M** is a Nano Reasoning Model (NRM) with ~920K parameters designed to explore the emergence of structured reasoning in extremely small neural networks. Despite its minimal size, the model demonstrates strong consistency in reasoning format and step-based thinking using explicit `<...
[]
bartowski/allura-forge_Llama-3.3-8B-Instruct-GGUF
bartowski
2025-12-30T03:05:16Z
2,556
27
null
[ "gguf", "text-generation", "base_model:allura-forge/Llama-3.3-8B-Instruct", "base_model:quantized:allura-forge/Llama-3.3-8B-Instruct", "license:llama3.3", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2025-12-30T02:40:02Z
## Llamacpp imatrix Quantizations of Llama-3.3-8B-Instruct by allura-forge Using <a href="https://github.com/ggml-org/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggml-org/llama.cpp/releases/tag/b7545">b7545</a> for quantization. Original model: https://huggingface.co/allura-forge/Llama-3.3-8B-Instru...
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facebook/sam2.1-hiera-small
facebook
2025-08-15T21:18:57Z
5,787
15
transformers
[ "transformers", "safetensors", "sam2_video", "feature-extraction", "mask-generation", "arxiv:2408.00714", "license:apache-2.0", "endpoints_compatible", "region:us" ]
mask-generation
2024-09-24T01:49:48Z
Repository for SAM 2: Segment Anything in Images and Videos, a foundation model towards solving promptable visual segmentation in images and videos from FAIR. See the [SAM 2 paper](https://arxiv.org/abs/2408.00714) for more information. The official code is publicly release in this [repo](https://github.com/facebookre...
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cerebras/GLM-4.5-Air-REAP-82B-A12B
cerebras
2025-10-21T20:28:42Z
484
109
transformers
[ "transformers", "safetensors", "glm4_moe", "text-generation", "glm", "MOE", "pruning", "compression", "conversational", "en", "arxiv:2510.13999", "base_model:zai-org/GLM-4.5-Air", "base_model:finetune:zai-org/GLM-4.5-Air", "license:mit", "endpoints_compatible", "region:us" ]
text-generation
2025-10-20T15:44:06Z
<p align="center"> <em>𓌳 <strong>REAP</strong>𓌳 the Experts: Why Pruning Prevails for One-Shot MoE Compression</em><br> <img src="https://i.imgur.com/rmzG3gg.png" alt="REAP" width="75%"> </p> # GLM-4.5-Air-REAP-82B-A12B ## ✨ Highlights Introducing **GLM-4.5-Air-REAP-82B-A12B**, a **memory-efficient compressed...
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nightmedia/Qwen3.5-27B-HERETIC-Polaris-Advanced-Thinking-Alpha-uncensored-mxfp4-mlx
nightmedia
2026-03-08T22:50:30Z
3,477
2
transformers
[ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "unsloth", "heretic", "uncensored", "abliterated", "fine tune", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continue", "storytelling", "fictio...
image-text-to-text
2026-03-02T16:03:43Z
# Qwen3.5-27B-HERETIC-Polaris-Advanced-Thinking-Alpha-uncensored-mxfp4-mlx Brainwaves from the non-Heretic model shown ```brainwaves arc arc/e boolq hswag obkqa piqa wino mxfp4 0.473,0.548,0.709,0.728,0.396,0.777,0.753 Quant Perplexity Peak Memory qx64-hi 3.931 ± 0.025 26.62 GB ``` Simi...
[]
KPF/KPF-bert-ner
KPF
2024-04-03T04:44:41Z
10,713
8
transformers
[ "transformers", "pytorch", "bert", "token-classification", "endpoints_compatible", "deploy:azure", "region:us" ]
token-classification
2023-07-04T07:48:49Z
# KPF-BERT-NER - 빅카인즈랩 인사이드 메뉴의 개체명 분석에서 사용된 개체명 인식 모델이다. - 사용 방법에 대한 안내 및 코드는 [KPF-bigkinds github](https://github.com/KPF-bigkinds/BIGKINDS-LAB/tree/main/KPF-BERT-NER)에서 확인할 수 있습니다. ## 모델 소개 ### KPF-BERT-NER 한국언론진흥재단이 개발한 kpf-BERT 모델을 기반으로 NER(Named Entity Recognition) task를 수행할 수 있는 kpf-BERT-ner 모델을 설계 및 개발한다. ...
[]
mradermacher/ERNIE-21B-A3B-Claude-4.5-High-OPUS-Thinking-i1-GGUF
mradermacher
2026-02-22T14:51:09Z
1,239
10
transformers
[ "transformers", "gguf", "mixture of experts", "moe", "64 experts", "uncensored", "unsloth", "finetune", "All use cases", "bfloat16", "creative", "creative writing", "fiction writing", "plot generation", "sub-plot generation", "story generation", "scene continue", "storytelling", ...
null
2026-02-22T09:15:29Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 643, "end": 694, "text": "ERNIE-21B-A3B-Claude-4.5-High-OPUS-Thinking-i1-GGUF", "label": "benchmark name", "score": 0.6478535532951355 } ]
KRAFTON/Raon-Speech-9B-FP8
KRAFTON
2026-04-07T09:42:37Z
335
7
transformers
[ "transformers", "safetensors", "raon", "feature-extraction", "speech", "audio", "multimodal", "any-to-any", "custom_code", "en", "ko", "license:cc-by-nc-4.0", "compressed-tensors", "region:us" ]
any-to-any
2026-04-01T16:04:43Z
# Raon-Speech-9B-FP8 <div align="center"> <img class="block dark:hidden" src="assets/Raon-Speech-Gradient-Black.png" alt="Raon-Speech Logo" width="400"> <img class="hidden dark:block" src="assets/Raon-Speech-Gradient-White.png" alt="Raon-Speech Logo" width="400"> </div> <p align="center"> <a href="https://www.k...
[]
AEON-7/Gemma-4-E4B-it-Uncensored-NVFP4
AEON-7
2026-05-01T06:44:06Z
2,185
2
transformers
[ "transformers", "safetensors", "gemma4", "image-text-to-text", "gemma", "google", "eagle", "speculative-decoding", "drafter", "e4b", "nvfp4", "fp4", "4-bit", "quantized", "modelopt", "awq", "uncensored", "abliterated", "moe", "mixture-of-experts", "vision", "multimodal", ...
text-generation
2026-04-13T20:43:40Z
# Gemma 4 E4B Uncensored NVFP4 EAGLE speculative decoding drafter for [Gemma 4 26B-A4B Uncensored (TrevorJS)](https://huggingface.co/TrevorJS/gemma-4-26B-A4B-it-uncensored) — a 42-layer E4B (EAGLE for Blackwell) model quantized to NVFP4 AWQ using NVIDIA ModelOpt 0.42.0. Designed for EAGLE-based speculative decoding o...
[]
facebook/metaclip-2-worldwide-l14
facebook
2025-11-12T04:07:19Z
1,022
12
transformers
[ "transformers", "safetensors", "metaclip_2", "zero-shot-image-classification", "clip", "multilingual", "arxiv:2507.22062", "license:cc-by-nc-4.0", "endpoints_compatible", "region:us" ]
zero-shot-image-classification
2025-11-12T03:44:59Z
# Model Card for Distilled MetaCLIP 2 ViT-L/14 (worldwide) Distilled MetaCLIP 2 (worldwide) was presented in [MetaCLIP 2: A Worldwide Scaling Recipe](https://huggingface.co/papers/2507.22062). This checkpoint corresponds to "ViT-L-14-worldwide" of the [original implementation](https://github.com/facebookresearch/Meta...
[]
unsloth/embeddinggemma-300m-GGUF
unsloth
2025-09-04T16:58:33Z
7,590
51
sentence-transformers
[ "sentence-transformers", "gguf", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "base_model:google/embeddinggemma-300m", "base_model:quantized:google/embeddinggemma-300m", "license:gemma", "endpoints_compatible", "region:us" ]
sentence-similarity
2025-09-04T16:42:55Z
# EmbeddingGemma model card **Model Page**: [EmbeddingGemma](https://ai.google.dev/gemma/docs/embeddinggemma) **Resources and Technical Documentation**: * [Responsible Generative AI Toolkit](https://ai.google.dev/responsible) * [EmbeddingGemma on Kaggle](https://www.kaggle.com/models/google/embeddinggemma/) * ...
[]
sd2-community/stable-diffusion-2
sd2-community
2025-11-15T10:20:16Z
1,815
5
diffusers
[ "diffusers", "safetensors", "stable-diffusion", "text-to-image", "arxiv:2202.00512", "arxiv:2112.10752", "arxiv:1910.09700", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ]
text-to-image
2025-11-15T10:17:55Z
# Stable Diffusion v2 Model Card ### ⚠️ This repository is a mirror of the now deprecated `stabilityai/stable-diffusion-2`, this repository and organization are not affiliated in any way with Stability AI. This model card focuses on the model associated with the Stable Diffusion v2 model, available [here](https://git...
[]
ReadyArt/Brisk-Evolution-12B-v0.1-GGUF
ReadyArt
2026-03-24T18:12:04Z
1,494
1
null
[ "gguf", "nsfw", "explicit", "roleplay", "unaligned", "dangerous", "ERP", "Other License", "base_model:ReadyArt/Brisk-Evolution-12B-v0.1", "base_model:quantized:ReadyArt/Brisk-Evolution-12B-v0.1", "license:llama3.1", "endpoints_compatible", "region:us", "conversational" ]
null
2026-03-23T12:01:21Z
<style> body { font-family: 'Quicksand', sans-serif; background-color: #222; /* Lighter dark background */ color: #e0e0e0; /* Off-white text for better contrast */ text-shadow: 0 0 3px rgba(0, 0, 0, 0.5); /* Softer text shadow */ margin: 0; padding: 20px; transition: all 0.5s ease; } @media ...
[]
mradermacher/sukuma-voices-tts-GGUF
mradermacher
2026-02-04T11:56:52Z
194
1
transformers
[ "transformers", "gguf", "text-to-speech", "tts", "sukuma", "african-languages", "bantu", "tanzania", "low-resource", "orpheus", "speech-synthesis", "audio-generation", "suk", "base_model:sartifyllc/sukuma-voices-tts", "base_model:quantized:sartifyllc/sukuma-voices-tts", "license:cc-by-...
text-to-speech
2026-02-04T11:14:51Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[]
lmstudio-community/Ministral-3-3B-Reasoning-2512-GGUF
lmstudio-community
2025-12-02T18:27:48Z
2,686
1
null
[ "gguf", "base_model:mistralai/Ministral-3-3B-Reasoning-2512", "base_model:quantized:mistralai/Ministral-3-3B-Reasoning-2512", "license:apache-2.0", "endpoints_compatible", "region:us", "conversational" ]
null
2025-12-02T16:33:39Z
## 💫 Community Model> Ministral-3-3B-Reasoning-2512 by mistralai *👾 [LM Studio](https://lmstudio.ai) Community models highlights program. Highlighting new & noteworthy models by the community. Join the conversation on [Discord](https://discord.gg/aPQfnNkxGC)*. **Model creator**: [mistralai](https://huggingface.co/m...
[]
microsoft/tapex-base
microsoft
2023-05-03T03:48:52Z
1,569
49
transformers
[ "transformers", "pytorch", "safetensors", "bart", "text2text-generation", "tapex", "table-question-answering", "en", "arxiv:2107.07653", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ]
table-question-answering
2022-03-02T23:29:05Z
# TAPEX (base-sized model) TAPEX was proposed in [TAPEX: Table Pre-training via Learning a Neural SQL Executor](https://arxiv.org/abs/2107.07653) by Qian Liu, Bei Chen, Jiaqi Guo, Morteza Ziyadi, Zeqi Lin, Weizhu Chen, Jian-Guang Lou. The original repo can be found [here](https://github.com/microsoft/Table-Pretrainin...
[]
unsloth/Qwen3-VL-30B-A3B-Instruct-1M-GGUF
unsloth
2025-11-02T03:45:25Z
7,620
4
null
[ "gguf", "unsloth", "image-text-to-text", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen3-VL-30B-A3B-Instruct", "base_model:quantized:Qwen/Qwen3-VL-30B-A3B-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us", "imatrix", ...
image-text-to-text
2025-11-02T02:08:46Z
> [!NOTE] > Includes Unsloth **chat template fixes**! <br> For `llama.cpp`, use `--jinja` > <div> <p style="margin-top: 0;margin-bottom: 0;"> <em><a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0</a> achieves superior accuracy & outperforms other leading quants.</em> </p> ...
[]
huihui-ai/Huihui-GLM-4.5-Air-abliterated-GGUF
huihui-ai
2025-12-06T14:18:51Z
340
46
transformers
[ "transformers", "gguf", "abliterated", "uncensored", "GGUF", "text-generation", "en", "zh", "base_model:zai-org/GLM-4.5-Air", "base_model:quantized:zai-org/GLM-4.5-Air", "license:mit", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2025-08-15T08:39:48Z
# huihui-ai/Huihui-GLM-4.5-Air-abliterated-GGUF This is an uncensored version of [zai-org/GLM-4.5-Air](https://huggingface.co/zai-org/GLM-4.5-Air) created with abliteration (see [remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) to know more about it). This is a crude,...
[]
RedHatAI/Kimi-K2-Instruct-quantized.w4a16
RedHatAI
2026-04-28T22:27:27Z
642
12
null
[ "safetensors", "deepseek_v3", "kimi-k2", "MOE", "neuralmagic", "redhat", "llmcompressor", "quantized", "INT4", "GPTQ", "conversational", "compressed-tensors", "text-generation", "custom_code", "en", "base_model:moonshotai/Kimi-K2-Instruct", "base_model:quantized:moonshotai/Kimi-K2-In...
text-generation
2025-07-15T16:33:05Z
<h1 style="display: flex; align-items: center; gap: 10px; margin: 0;"> Kimi-K2-Instruct-quantized.w4a16 <img src="https://www.redhat.com/rhdc/managed-files/Catalog-Validated_model_0.png" alt="Model Icon" width="40" style="margin: 0; padding: 0;" /> </h1> <a href="https://www.redhat.com/en/products/ai/validated-m...
[]
mradermacher/L3.1-MS-Astoria-70b-v2-heretic-i1-GGUF
mradermacher
2026-03-10T06:07:47Z
21,801
1
transformers
[ "transformers", "gguf", "mergekit", "merge", "heretic", "uncensored", "decensored", "abliterated", "en", "base_model:sh0ck0r/L3.1-MS-Astoria-70b-v2-heretic", "base_model:quantized:sh0ck0r/L3.1-MS-Astoria-70b-v2-heretic", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2026-03-07T13:45:15Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[]
neuphonic/neutts-nano-spanish-q4-gguf
neuphonic
2026-02-12T15:41:23Z
268
6
null
[ "gguf", "text-to-speech", "es", "license:other", "endpoints_compatible", "region:us", "imatrix" ]
text-to-speech
2026-02-10T16:54:22Z
# NeuTTS Nano Spanish [![NeuTTSNano_Intro](NeuTTS-Nano-Spanish-Thumbnail.png)](https://youtu.be/mvgkxumjMfg) [🚀 Spaces Demo](https://huggingface.co/spaces/neuphonic/neutts-nano-multilingual-collection), [🔧 Github](https://github.com/neuphonic/neutts) [Torch version](https://huggingface.co/neuphonic/neutts-nano-spa...
[]
opensearch-project/opensearch-neural-sparse-encoding-multilingual-v1
opensearch-project
2025-06-30T06:25:02Z
12,317
18
sentence-transformers
[ "sentence-transformers", "safetensors", "bert", "fill-mask", "learned sparse", "opensearch", "transformers", "retrieval", "passage-retrieval", "document-expansion", "bag-of-words", "sparse-encoder", "sparse", "asymmetric", "inference-free", "splade", "feature-extraction", "en", "...
feature-extraction
2025-02-21T08:27:21Z
# opensearch-neural-sparse-encoding-multilingual-v1 ## Select the model The model should be selected considering search relevance, model inference and retrieval efficiency(FLOPS). We benchmark models' performance on **MIRACL** benchmark (we exclude th since the uncased backbone can not encode it). **We recommend to us...
[ { "start": 219, "end": 225, "text": "MIRACL", "label": "benchmark name", "score": 0.8159950971603394 }, { "start": 430, "end": 435, "text": "FLOPS", "label": "evaluation metric", "score": 0.6938658356666565 } ]
bartowski/ibm-granite_granite-4.0-micro-GGUF
bartowski
2025-10-02T14:44:52Z
847
1
null
[ "gguf", "text-generation", "base_model:ibm-granite/granite-4.0-micro", "base_model:quantized:ibm-granite/granite-4.0-micro", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2025-10-02T14:24:22Z
## Llamacpp imatrix Quantizations of granite-4.0-micro by ibm-granite Using <a href="https://github.com/ggml-org/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggml-org/llama.cpp/releases/tag/b6647">b6647</a> for quantization. Original model: https://huggingface.co/ibm-granite/granite-4.0-micro All qu...
[]
bartowski/LGAI-EXAONE_EXAONE-4.0.1-32B-GGUF
bartowski
2025-08-17T21:59:35Z
461
2
null
[ "gguf", "text-generation", "base_model:LGAI-EXAONE/EXAONE-4.0.1-32B", "base_model:quantized:LGAI-EXAONE/EXAONE-4.0.1-32B", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
text-generation
2025-08-17T19:50:08Z
## Llamacpp imatrix Quantizations of EXAONE-4.0.1-32B by LGAI-EXAONE Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b6182">b6182</a> for quantization. Original model: https://huggingface.co/LGAI-EXAONE/EXAONE-4.0.1-32B All qu...
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tencent/Hunyuan-MT-7B
tencent
2025-12-30T03:07:28Z
4,135
553
transformers
[ "transformers", "safetensors", "hunyuan_v1_dense", "text-generation", "translation", "endpoints_compatible", "region:us" ]
translation
2025-08-28T09:51:39Z
<p align="center"> <img src="https://dscache.tencent-cloud.cn/upload/uploader/hunyuan-64b418fd052c033b228e04bc77bbc4b54fd7f5bc.png" width="400"/> <br> </p><p></p> <p align="center"> 🤗&nbsp;<a href="https://huggingface.co/collections/tencent/hunyuan-mt-68b42f76d473f82798882597"><b>Hugging Face</b></a>&nbsp;&nbsp...
[]
pytorch/gemma-3-27b-it-FP8
pytorch
2025-10-17T21:25:47Z
3,590
3
transformers
[ "transformers", "pytorch", "gemma3", "image-text-to-text", "torchao", "conversational", "en", "arxiv:2507.16099", "base_model:google/gemma-3-27b-it", "base_model:quantized:google/gemma-3-27b-it", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ]
image-text-to-text
2025-08-27T22:19:42Z
# FP8 google/gemma-3-27b-it model - **Developed by:** pytorch - **License:** apache-2.0 - **Quantized from Model :** google/gemma-3-27b-it - **Quantization Method :** FP8 - **Terms of Use**: [Terms][terms] # Inference with vLLM Install vllm nightly and torchao nightly to get some recent changes: ``` pip install vllm...
[]
mradermacher/Celeste-12B-heretic-i1-GGUF
mradermacher
2026-02-11T13:09:43Z
228
2
transformers
[ "transformers", "gguf", "heretic", "uncensored", "decensored", "abliterated", "en", "dataset:nothingiisreal/c2-logs-cleaned", "dataset:kalomaze/Opus_Instruct_25k", "dataset:nothingiisreal/Reddit-Dirty-And-WritingPrompts", "base_model:DogOnKeyboard/Celeste-12B-heretic", "base_model:quantized:Do...
null
2026-02-11T07:26:38Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 625, "end": 652, "text": "Celeste-12B-heretic-i1-GGUF", "label": "benchmark name", "score": 0.7309101819992065 }, { "start": 726, "end": 750, "text": "Celeste-12B-heretic-GGUF", "label": "benchmark name", "score": 0.6043806672096252 }, { "start": 1211, ...
tokyotech-llm/Qwen3-Swallow-8B-SFT-v0.2
tokyotech-llm
2026-02-23T11:52:02Z
3,885
5
transformers
[ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "en", "ja", "dataset:tokyotech-llm/swallow-math-v2", "dataset:tokyotech-llm/swallow-code-v2", "dataset:tokyotech-llm/Swallow-Nemotron-Post-Training-Dataset-v1", "dataset:tokyotech-llm/lmsys-chat-1m-synth", "arxiv:2505...
text-generation
2026-01-01T11:56:37Z
# Qwen3-Swallow ![logo](./qwen3-swallow.png) **Qwen3-Swallow v0.2** is a family of large language models available in **8B**, **30B-A3B**, and **32B** parameter sizes. Built as bilingual Japanese-English models, they were developed through Continual Pre-Training (CPT), Supervised Fine-Tuning (SFT), and Reinforcement ...
[]
mradermacher/OmniTranslate-1.1-GGUF
mradermacher
2026-04-08T21:16:22Z
273
1
transformers
[ "transformers", "gguf", "text-generation-inference", "translation", "unsloth", "qwen3", "omnitranslate", "abk", "abq", "abs", "acm", "adh", "adi", "ady", "aeb", "afr", "agx", "aii", "aim", "ain", "ajz", "akb", "aln", "als", "alt", "amh", "anp", "aoz", "apc", ...
translation
2026-04-08T21:03:45Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[]
mradermacher/Llama-3.3-8B-Instruct-128K_Abliterated-i1-GGUF
mradermacher
2026-01-06T04:00:13Z
8,541
1
transformers
[ "transformers", "gguf", "en", "base_model:SicariusSicariiStuff/Llama-3.3-8B-Instruct-128K_Abliterated", "base_model:quantized:SicariusSicariiStuff/Llama-3.3-8B-Instruct-128K_Abliterated", "license:llama3.3", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2026-01-05T18:26:04Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[]
Intel/MiniMax-M2.5-int4-AutoRound
Intel
2026-02-25T04:05:31Z
2,872
11
null
[ "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "arxiv:2309.05516", "base_model:MiniMaxAI/MiniMax-M2.5", "base_model:quantized:MiniMaxAI/MiniMax-M2.5", "4-bit", "auto-round", "region:us" ]
text-generation
2026-02-15T10:46:23Z
## Model Details This model is an int4 model with group_size 128 and symmetric quantization of [MiniMaxAI/MiniMax-M2.5](https://huggingface.co/MiniMaxAI/MiniMax-M2.5) generated by [intel/auto-round](https://github.com/intel/auto-round). Please follow the license of the original model. ## How to Use ### Environment ...
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XCurOS/XCurOS-0.1-8B-Instruct
XCurOS
2026-03-14T15:36:49Z
165,568
4
transformers
[ "transformers", "safetensors", "qwen2", "text-generation", "instruct", "llm", "secure", "enterprise", "on-premise", "conversational", "en", "ar", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ]
text-generation
2026-02-28T13:22:55Z
# XCurOS-0.1-8B-Instruct ## XCurOS Secure Instruction Model **XCurOS-0.1-8B-Instruct** is a proprietary large language model developed exclusively by XCurOS. It delivers advanced natural language understanding, reasoning, and instruction-following capabilities, designed for secure enterprise and on-premise environme...
[]
katanemo/Arch-Router-1.5B.gguf
katanemo
2026-04-02T13:02:45Z
219
13
transformers
[ "transformers", "gguf", "text-generation", "en", "arxiv:2506.16655", "base_model:Qwen/Qwen2.5-1.5B-Instruct", "base_model:quantized:Qwen/Qwen2.5-1.5B-Instruct", "license:other", "endpoints_compatible", "region:us", "conversational" ]
text-generation
2025-05-30T18:18:40Z
# katanemo/Arch-Router-1.5B ## Overview With the rapid proliferation of large language models (LLMs) -- each optimized for different strengths, style, or latency/cost profile -- routing has become an essential technique to operationalize the use of different models. However, existing LLM routing approaches are limite...
[ { "start": 371, "end": 381, "text": "benchmarks", "label": "benchmark name", "score": 0.7215957045555115 }, { "start": 437, "end": 467, "text": "subjective evaluation criteria", "label": "evaluation metric", "score": 0.8292165994644165 } ]
mradermacher/Qwen2.5-Coder-1.5B-Unsensored-DPO-i1-GGUF
mradermacher
2026-02-04T11:25:19Z
1,309
1
transformers
[ "transformers", "gguf", "trl", "dpo", "en", "base_model:timhoek/Qwen2.5-Coder-1.5B-Unsensored-DPO", "base_model:quantized:timhoek/Qwen2.5-Coder-1.5B-Unsensored-DPO", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2026-02-04T10:08:06Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 633, "end": 674, "text": "Qwen2.5-Coder-1.5B-Unsensored-DPO-i1-GGUF", "label": "benchmark name", "score": 0.6762912273406982 }, { "start": 748, "end": 786, "text": "Qwen2.5-Coder-1.5B-Unsensored-DPO-GGUF", "label": "benchmark name", "score": 0.6246369481086731 ...
pytorch/gemma-3-12b-it-AWQ-INT4
pytorch
2025-10-11T01:52:11Z
1,795
1
transformers
[ "transformers", "pytorch", "gemma3", "image-text-to-text", "torchao", "conversational", "en", "arxiv:2507.16099", "base_model:google/gemma-3-12b-it", "base_model:quantized:google/gemma-3-12b-it", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ]
image-text-to-text
2025-09-25T02:12:01Z
# AWQ-INT4 google/gemma-3-12b-it model - **Developed by:** pytorch - **License:** apache-2.0 - **Quantized from Model :** google/gemma-3-12b-it - **Quantization Method :** AWQ-INT4 - **Terms of Use**: [Terms][terms] Calibrated with 30 samples of `mmlu_philosophy`, got eval accuracy of 76.85, while gemma-3-12b-it-IN...
[]
mradermacher/Qwen3-VL-32B-Instruct-uncensored-heretic-i1-GGUF
mradermacher
2026-04-19T14:41:45Z
4,986
2
transformers
[ "transformers", "gguf", "heretic", "uncensored", "decensored", "abliterated", "ara", "en", "base_model:llmfan46/Qwen3-VL-32B-Instruct-uncensored-heretic", "base_model:quantized:llmfan46/Qwen3-VL-32B-Instruct-uncensored-heretic", "license:apache-2.0", "endpoints_compatible", "region:us", "i...
null
2026-04-17T14:29:41Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[]
OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M
OpenMed
2025-08-05T09:31:18Z
130,071
9
transformers
[ "transformers", "safetensors", "deberta-v2", "token-classification", "named-entity-recognition", "biomedical-nlp", "cancer-genetics", "oncology", "gene-regulation", "cancer-research", "amino_acid", "anatomical_system", "cancer", "cell", "cellular_component", "developing_anatomical_stru...
token-classification
2025-07-16T18:40:33Z
# 🧬 [OpenMed-NER-OncologyDetect-SuperClinical-434M](https://huggingface.co/OpenMed/OpenMed-NER-OncologyDetect-SuperClinical-434M) **Specialized model for Cancer Genetics - Cancer-related genetic entities** [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache...
[ { "start": 1379, "end": 1398, "text": "clinical benchmarks", "label": "benchmark name", "score": 0.6906779408454895 } ]
zai-org/GLM-4.5V-FP8
zai-org
2025-10-25T13:20:44Z
17,630
42
transformers
[ "transformers", "safetensors", "glm4v_moe", "image-text-to-text", "conversational", "zh", "en", "arxiv:2507.01006", "base_model:zai-org/GLM-4.5-Air-Base", "base_model:quantized:zai-org/GLM-4.5-Air-Base", "license:mit", "endpoints_compatible", "compressed-tensors", "region:us" ]
image-text-to-text
2025-08-10T13:41:24Z
# GLM-4.5V-FP8 <div align="center"> <img src=https://raw.githubusercontent.com/zai-org/GLM-V/refs/heads/main/resources/logo.svg width="40%"/> </div> <p align="center"> 👋 Join our <a href="https://discord.com/invite/8cnQKdAprg" target="_blank">Discord</a> communities. <br> 📖 Check out the <a href="https:/...
[ { "start": 2, "end": 14, "text": "GLM-4.5V-FP8", "label": "benchmark name", "score": 0.8116847276687622 }, { "start": 88, "end": 93, "text": "GLM-V", "label": "benchmark name", "score": 0.6938462257385254 }, { "start": 479, "end": 487, "text": "glm-4.5v", ...
mradermacher/Koto-Small-7B-IT-ThonkTokens-i1-GGUF
mradermacher
2025-12-07T23:41:50Z
162
1
transformers
[ "transformers", "gguf", "writing", "creative-writing", "roleplay", "en", "base_model:allura-forge/Koto-Small-7B-IT-ThonkTokens", "base_model:quantized:allura-forge/Koto-Small-7B-IT-ThonkTokens", "license:mit", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2025-09-22T13:30:43Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[]
mradermacher/GLM-4.7-Flash-Claude-Opus-4.5-High-Reasoning-Distill-v2-heretic-GGUF
mradermacher
2026-03-14T13:37:10Z
2,167
4
transformers
[ "transformers", "gguf", "en", "base_model:ayunami2000/GLM-4.7-Flash-Claude-Opus-4.5-High-Reasoning-Distill-v2-heretic", "base_model:quantized:ayunami2000/GLM-4.7-Flash-Claude-Opus-4.5-High-Reasoning-Distill-v2-heretic", "endpoints_compatible", "region:us", "conversational" ]
null
2026-03-11T18:50:46Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[]
google/bert_uncased_L-4_H-256_A-4
google
2021-05-19T17:30:27Z
49,730
14
transformers
[ "transformers", "pytorch", "jax", "bert", "arxiv:1908.08962", "license:apache-2.0", "endpoints_compatible", "region:us" ]
null
2022-03-02T23:29:05Z
BERT Miniatures === This is the set of 24 BERT models referenced in [Well-Read Students Learn Better: On the Importance of Pre-training Compact Models](https://arxiv.org/abs/1908.08962) (English only, uncased, trained with WordPiece masking). We have shown that the standard BERT recipe (including model architecture a...
[]
mradermacher/Qwen3.5-35B-A3B-heretic-Opus-4.6-Distilled-i1-GGUF
mradermacher
2026-03-16T18:00:05Z
11,251
5
transformers
[ "transformers", "gguf", "qwen3_5_moe", "heretic", "abliterated", "uncensored", "reasoning", "distillation", "unsloth", "qwen3.5", "Mixture of Experts", "en", "dataset:nohurry/Opus-4.6-Reasoning-3000x-filtered", "dataset:TeichAI/claude-4.5-opus-high-reasoning-250x", "dataset:Jackrong/Qwen...
null
2026-03-16T13:55:42Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 643, "end": 693, "text": "Qwen3.5-35B-A3B-heretic-Opus-4.6-Distilled-i1-GGUF", "label": "benchmark name", "score": 0.6760690808296204 }, { "start": 767, "end": 814, "text": "Qwen3.5-35B-A3B-heretic-Opus-4.6-Distilled-GGUF", "label": "benchmark name", "score": 0...
manycore-research/SpatialLM-Llama-1B
manycore-research
2025-03-21T05:38:34Z
125
993
transformers
[ "transformers", "safetensors", "spatiallm_llama", "text-generation", "conversational", "base_model:meta-llama/Llama-3.2-1B-Instruct", "base_model:finetune:meta-llama/Llama-3.2-1B-Instruct", "license:llama3.2", "endpoints_compatible", "region:us" ]
text-generation
2025-03-14T04:32:01Z
# SpatialLM-Llama-1B <!-- markdownlint-disable first-line-h1 --> <!-- markdownlint-disable html --> <!-- markdownlint-disable no-duplicate-header --> <div align="center"> <picture> <source srcset="https://cdn-uploads.huggingface.co/production/uploads/63efbb1efc92a63ac81126d0/_dK14CT3do8rBG3QrHUjN.png" media="(p...
[]
arcee-ai/AFM-4.5B
arcee-ai
2025-09-17T17:54:56Z
1,264
96
transformers
[ "transformers", "safetensors", "arcee", "text-generation", "conversational", "en", "es", "fr", "de", "it", "pt", "ru", "ar", "hi", "ko", "zh", "arxiv:2410.06511", "base_model:arcee-ai/AFM-4.5B-Base", "base_model:finetune:arcee-ai/AFM-4.5B-Base", "license:apache-2.0", "endpoin...
text-generation
2025-07-29T15:04:18Z
<div align="center"> <picture> <img src="https://cdn-uploads.huggingface.co/production/uploads/6435718aaaef013d1aec3b8b/Lj9YVLIKKdImV_jID0A1g.png" width="25%" alt="Arcee AFM 4.5B"> </picture> </div> # AFM-4.5B AFM-4.5B is a 4.5 billion parameter instruction-tuned model developed by Arcee.ai, designed for e...
[ { "start": 213, "end": 221, "text": "AFM-4.5B", "label": "benchmark name", "score": 0.6583265066146851 }, { "start": 223, "end": 231, "text": "AFM-4.5B", "label": "benchmark name", "score": 0.6756173968315125 } ]
mradermacher/aidc-llm-laos-12b-i1-GGUF
mradermacher
2026-03-08T10:33:39Z
6,265
1
transformers
[ "transformers", "gguf", "unsloth", "lo", "dataset:Phonepadith/laos-long-content", "base_model:AIDC-LAOS/aidc-llm-laos-12b", "base_model:quantized:AIDC-LAOS/aidc-llm-laos-12b", "license:other", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2026-03-06T13:35:23Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 620, "end": 645, "text": "aidc-llm-laos-12b-i1-GGUF", "label": "benchmark name", "score": 0.6553351879119873 }, { "start": 863, "end": 885, "text": "aidc-llm-laos-12b-GGUF", "label": "benchmark name", "score": 0.6122207641601562 }, { "start": 1389, ...
prithivMLmods/LightOnOCR-2-1B-f32-GGUF
prithivMLmods
2026-02-08T06:48:10Z
286
1
transformers
[ "transformers", "gguf", "ocr", "document-understanding", "vision-language", "pdf", "tables", "forms", "llama.cpp", "image-text-to-text", "en", "fr", "de", "es", "it", "nl", "pt", "sv", "da", "zh", "ja", "base_model:lightonai/LightOnOCR-2-1B", "base_model:quantized:lighton...
image-text-to-text
2026-02-06T10:21:16Z
# **LightOnOCR-2-1B-f32-GGUF** > LightOnOCR-2-1B from lightonai is LightOn's flagship 1B-parameter end-to-end vision-language OCR model—the recommended variant for most tasks—refined via RLVR training on a 2.5x scaled 43M-page corpus with enhanced French, arXiv, scan, and LaTeX coverage for converting PDFs, scans, and...
[ { "start": 502, "end": 510, "text": "83.2±0.9", "label": "evaluation metric", "score": 0.7067133188247681 }, { "start": 514, "end": 526, "text": "OlmOCR-Bench", "label": "benchmark name", "score": 0.8567206263542175 } ]
mradermacher/Qwen2.5-Coder-3B-Ilograph-Instruct-GGUF
mradermacher
2026-03-11T04:20:11Z
924
1
transformers
[ "transformers", "gguf", "qwen2.5", "sft", "ilograph", "en", "dataset:Brigham-Young-University/Ilograph_dataset", "base_model:Brigham-Young-University/Qwen2.5-Coder-3B-Ilograph-Instruct", "base_model:quantized:Brigham-Young-University/Qwen2.5-Coder-3B-Ilograph-Instruct", "license:mit", "endpoints...
null
2026-03-06T01:50:08Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: --> <!-- ### quants: x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS --> <!-- ### quants_skip: --> <!-- ### skip_mmproj: --> static q...
[]
Jackrong/Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled
Jackrong
2026-04-06T02:20:53Z
539,356
2,355
null
[ "safetensors", "qwen3_5", "unsloth", "qwen", "qwen3.5", "reasoning", "chain-of-thought", "Dense", "image-text-to-text", "conversational", "en", "zh", "dataset:nohurry/Opus-4.6-Reasoning-3000x-filtered", "dataset:Jackrong/Qwen3.5-reasoning-700x", "base_model:Qwen/Qwen3.5-27B", "base_mod...
image-text-to-text
2026-02-27T08:08:29Z
# 🌟 Qwen3.5-27B-Claude-4.6-Opus-Reasoning-Distilled 🔥 **Update (April 5):** I’ve released the complete training notebook, codebase, and a comprehensive PDF guide to help beginners and enthusiasts understand and reproduce this model's fine-tuning process. > ❤️ Special thanks to the [**Unsloth**](https://unsloth.ai)...
[]
JayLL13/VoxCPM-1.5-VN
JayLL13
2026-03-21T15:31:23Z
619
17
null
[ "safetensors", "text-to-audio", "vi", "dataset:JayLL13/vivoice-relabeled", "base_model:openbmb/VoxCPM1.5", "base_model:finetune:openbmb/VoxCPM1.5", "license:cc-by-sa-4.0", "region:us" ]
text-to-audio
2025-12-19T02:22:05Z
# VoxCPM-1.5B-VN Checkpoint TTS đã được training với dataset 1000h tiếng Việt: [JayLL13/vivoice-relabeled](https://huggingface.co/datasets/JayLL13/vivoice-relabeled) <br>Audio sample rate: 44.1 kHz. <br>Checkpoint at itter 100 000. <br>Device: NVIDIA RTX5090 ## Demo > [!NOTE] > Try the demo: [VoxCPM-VN-Demo](https:/...
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tvall43/Qwen3.5-0.8B-heretic-gguf
tvall43
2026-03-02T21:29:50Z
2,527
2
transformers
[ "transformers", "gguf", "heretic", "uncensored", "decensored", "abliterated", "image-text-to-text", "base_model:tvall43/Qwen3.5-0.8B-heretic", "base_model:quantized:tvall43/Qwen3.5-0.8B-heretic", "license:apache-2.0", "endpoints_compatible", "region:us", "conversational" ]
image-text-to-text
2026-03-02T19:13:06Z
# just some more quants # This is a decensored version of [unsloth/Qwen3.5-0.8B](https://huggingface.co/unsloth/Qwen3.5-0.8B), made using [Heretic](https://github.com/p-e-w/heretic) v1.2.0 ## Abliteration parameters | Parameter | Value | | :-------- | :---: | | **direction_index** | per layer | | **attn.out_proj.max_...
[ { "start": 500, "end": 519, "text": "max_weight_position", "label": "evaluation metric", "score": 0.6744414567947388 }, { "start": 967, "end": 986, "text": "max_weight_position", "label": "evaluation metric", "score": 0.6541484594345093 } ]
mradermacher/Qwen3-Next-80B-A3B-Thinking-SFT-Uncensored-i1-GGUF
mradermacher
2026-02-20T16:00:08Z
614
2
transformers
[ "transformers", "gguf", "en", "zh", "ja", "base_model:puwaer/Qwen3-Next-80B-A3B-Thinking-SFT-Uncensored", "base_model:quantized:puwaer/Qwen3-Next-80B-A3B-Thinking-SFT-Uncensored", "license:apache-2.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ]
null
2026-02-20T10:01:35Z
## About <!-- ### quantize_version: 2 --> <!-- ### output_tensor_quantised: 1 --> <!-- ### convert_type: hf --> <!-- ### vocab_type: --> <!-- ### tags: nicoboss --> <!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_...
[ { "start": 462, "end": 504, "text": "Qwen3-Next-80B-A3B-Thinking-SFT-Uncensored", "label": "benchmark name", "score": 0.6929621696472168 }, { "start": 641, "end": 691, "text": "Qwen3-Next-80B-A3B-Thinking-SFT-Uncensored-i1-GGUF", "label": "benchmark name", "score": 0.7702...