id stringlengths 5 118 | author stringlengths 2 42 ⌀ | lastModified stringlengths 19 19 ⌀ | downloads float64 0 117M ⌀ | downloadsAllTime float64 0 2.17B ⌀ | tags stringlengths 2 28.2k ⌀ | pipeline_tag stringclasses 52
values | createdAt stringlengths 19 19 ⌀ | dataset stringlengths 1 5.92k ⌀ | license stringclasses 104
values | architectures stringlengths 2 125 ⌀ | base_model stringlengths 10 2.07k ⌀ | base_model_relation stringclasses 11
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
John6666/finesse-v2-sdxl | John6666 | 2024-12-23 06:46:47 | 4 | 343 | ['diffusers', 'safetensors', 'text-to-image', 'stable-diffusion', 'stable-diffusion-xl', 'anime', 'girls', 'cute', 'detail', 'adherence', 'illustrious', 'en', 'autotrain_compatible', 'endpoints_compatible'] | text-to-image | 2024-11-11 05:48:57 | unknown | other | unknown | ['OnomaAIResearch/Illustrious-xl-early-release-v0'] | finetune |
kayfour/T3Q-Qwen2.5-7B-it-KOR-Safe | kayfour | 2024-11-11 06:38:43 | 1,937 | 4,019 | ['safetensors', 'qwen2'] | unknown | 2024-11-11 06:18:52 | unknown | apache-2.0 | Qwen2ForCausalLM | null | unknown |
huihui-ai/SmolLM2-1.7B-Instruct-abliterated | huihui-ai | 2024-11-12 09:54:53 | 74 | 313 | ['transformers', 'safetensors', 'llama', 'text-generation', 'Safetensors', 'conversational', 'text-generation-inference', 'abliterated', 'uncensored', 'en', 'autotrain_compatible', 'endpoints_compatible'] | text-generation | 2024-11-11 06:42:17 | unknown | apache-2.0 | LlamaForCausalLM | ['HuggingFaceTB/SmolLM2-1.7B-Instruct'] | finetune |
AlekseyCalvin/Mangled_Merge_dedistilled_by_pmango300574_Diffusers | AlekseyCalvin | 2024-11-12 10:34:31 | 43 | 72 | ['diffusers', 'safetensors', 'FluxPipeline', 'FLUXv1-dev', 'image-generation', 'flux-diffusers', 'art', 'realism', 'photography', 'illustration', 'merge', 'base', 'anime', 'full finetune', 'trained', 'finetune', 'trainable', 'full-finetune', 'checkpoint', 'text2image', 'Schnell', 'Flux', 'Dev', 'De-distilled', 'dedistilled', 'PixelWave', 'Booru', 'FluxBooru', 'text-to-image', 'en', 'endpoints_compatible'] | text-to-image | 2024-11-11 07:10:18 | unknown | other | unknown | ['black-forest-labs/FLUX.1-dev'] | finetune |
QuantFactory/Mental-Health-FineTuned-Mistral-7B-Instruct-v0.2-GGUF | QuantFactory | 2024-11-11 08:02:56 | 992 | 5,514 | ['transformers', 'gguf', 'autotrain', 'text-generation-inference', 'text-generation', 'peft', 'generated_from_trainer', 'mistral', 'Inference Endpoints', 'pytorch', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-11 07:28:49 | Amod/mental_health_counseling_conversations | apache-2.0 | unknown | ['mistralai/Mistral-7B-Instruct-v0.2'] | quantized |
bunnycore/QandoraExp-7B | bunnycore | 2024-11-12 13:23:02 | 181 | 271 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'mergekit', 'merge', 'conversational', 'model-index', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-11 08:08:08 | unknown | unknown | Qwen2ForCausalLM | ['jeffmeloy/Qwen2.5-7B-nerd-uncensored-v1.0', 'Qwen/Qwen2.5-7B', 'fblgit/cybertron-v4-qw7B-MGS', 'Etherll/Qwen2.5-7B-della-test'] | merge |
phamhai/Llama-3.2-1B-CyberFrog | phamhai | 2024-11-13 07:24:58 | 100 | 234 | ['pytorch', 'safetensors', 'llama', 'text-generation', 'conversational', 'vi'] | text-generation | 2024-11-11 08:47:57 | unknown | llama3.2 | LlamaForCausalLM | ['meta-llama/Llama-3.2-1B-Instruct'] | finetune |
hungng/Llama-3.2-uncensored-erotica | hungng | 2024-11-11 09:33:02 | 2,231 | 9,375 | ['transformers', 'gguf', 'llama', 'text-generation-inference', 'unsloth', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-11 09:31:38 | unknown | apache-2.0 | unknown | ['chuanli11/Llama-3.2-3B-Instruct-uncensored'] | quantized |
concedo/Beepo-22B-GGUF | concedo | 2024-11-17 13:41:36 | 4,421 | 16,110 | ['gguf', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-11 10:03:29 | unknown | unknown | unknown | null | unknown |
Etherll/Qwen2.5-CodeFIM-1.5B-v2 | Etherll | 2024-11-11 11:05:24 | 52 | 246 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-11 10:37:25 | Etherll/code-fim-v2 | unknown | Qwen2ForCausalLM | null | unknown |
prithivMLmods/Flux.1-Dev-LoRA-HDR-Realism | prithivMLmods | 2024-11-12 14:39:16 | 478 | 4,481 | ['diffusers', 'text-to-image', 'lora', 'HDR'] | text-to-image | 2024-11-11 12:47:54 | unknown | creativeml-openrail-m | unknown | ['black-forest-labs/FLUX.1-dev'] | adapter |
legmlai/legml-v0.1 | legmlai | 2024-11-26 23:27:05 | 2,897 | 9,586 | ['safetensors', 'qwen2', 'fr', 'model-index'] | unknown | 2024-11-11 12:59:35 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-14B'] | finetune |
PrpEndo/finetuining_ressource | PrpEndo | 2024-12-03 07:46:21 | 0 | 0 | [] | unknown | 2024-11-11 13:06:45 | unknown | unknown | unknown | null | unknown |
RedRayz/hikari_noob_v-pred_0.5 | RedRayz | 2024-11-14 15:46:54 | 0 | 0 | ['stable-diffusion', 'sdxl', 'en'] | unknown | 2024-11-11 13:16:53 | unknown | other | unknown | ['Laxhar/noobai-xl-EarlyAccess'] | finetune |
prithivMLmods/Teen-Outfit | prithivMLmods | 2024-11-13 05:33:38 | 37 | 645 | ['diffusers', 'text-to-image', 'lora', 'Teen', 'Outfit', 'Trendy-Dress', 'Flux.1-Dev'] | text-to-image | 2024-11-11 13:29:16 | unknown | creativeml-openrail-m | unknown | ['black-forest-labs/FLUX.1-dev'] | adapter |
wenqsun/DimensionX | wenqsun | 2024-11-15 07:54:25 | 0 | 0 | ['image-to-3d'] | image-to-3d | 2024-11-11 13:54:24 | unknown | apache-2.0 | unknown | null | unknown |
nbeerbower/Qwen2.5-Gutenberg-Doppel-14B | nbeerbower | 2024-11-17 17:12:37 | 105 | 580 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'conversational', 'model-index', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-11 14:17:23 | jondurbin/gutenberg-dpo-v0.1_nbeerbower/gutenberg2-dpo | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-14B-Instruct'] | finetune |
personal1802/anitoonPonyXL_v20 | personal1802 | 2024-11-11 15:50:25 | 12 | 45 | ['diffusers', 'text-to-image', 'lora'] | text-to-image | 2024-11-11 15:40:00 | unknown | unknown | unknown | ['fofr/sdxl-emoji'] | adapter |
gpustack/stable-diffusion-v3-5-large-GGUF | gpustack | 2024-11-23 01:55:31 | 46,668 | 89,009 | ['diffusers', 'gguf', 'text-to-image', 'stable-diffusion', 'en'] | text-to-image | 2024-11-11 16:06:53 | unknown | other | unknown | null | unknown |
bartowski/Qwen2.5-Coder-14B-GGUF | bartowski | 2024-11-11 18:39:48 | 2,688 | 10,584 | ['gguf', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'text-generation', 'en', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-11 16:49:12 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-14B'] | quantized |
bartowski/Qwen2.5-Coder-32B-GGUF | bartowski | 2024-11-11 19:46:41 | 2,199 | 16,503 | ['gguf', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'text-generation', 'en', 'endpoints_compatible', 'imatrix', 'conversational'] | text-generation | 2024-11-11 16:49:51 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-32B'] | quantized |
BenevolenceMessiah/Qwen2.5-72B-2x-Instruct-TIES-v1.0 | BenevolenceMessiah | 2024-11-11 19:29:10 | 23 | 64 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'mergekit', 'merge', 'conversational', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-11 18:27:36 | unknown | unknown | Qwen2ForCausalLM | ['Qwen/Qwen2.5-72B', 'rombodawg/Rombos-LLM-V2.5-Qwen-72b', 'abacusai/Dracarys2-72B-Instruct'] | merge |
mlx-community/Qwen2.5-Coder-32B-Instruct-8bit | mlx-community | 2024-11-11 20:00:37 | 186 | 4,715 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'mlx', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '8-bit'] | text-generation | 2024-11-11 18:28:37 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
mlx-community/Qwen2.5-Coder-32B-4bit | mlx-community | 2024-11-12 02:33:38 | 66 | 379 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'mlx', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit'] | text-generation | 2024-11-11 18:28:57 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B'] | quantized |
mlx-community/Qwen2.5-Coder-32B-8bit | mlx-community | 2024-11-12 02:04:02 | 65 | 265 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'mlx', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '8-bit'] | text-generation | 2024-11-11 18:29:04 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B'] | quantized |
mlx-community/Qwen2.5-Coder-14B-Instruct-4bit | mlx-community | 2024-11-11 22:07:35 | 257,857 | 789,673 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'mlx', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit'] | text-generation | 2024-11-11 18:29:38 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | quantized |
xingyaoww/Qwen2.5-Coder-32B-Instruct-AWQ-128k | xingyaoww | 2024-11-11 19:46:39 | 378 | 1,492 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'awq'] | text-generation | 2024-11-11 19:28:12 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
Helios9/BioMed_NER | Helios9 | 2025-01-30 15:34:40 | 230 | 535 | ['safetensors', 'deberta-v2', 'medical', 'biology', 'NER', 'Biomedical', 'deberta', 'dataset', 'token-classification', 'en'] | token-classification | 2024-11-11 20:28:58 | unknown | unknown | DebertaV2ForTokenClassification | ['microsoft/deberta-v3-base'] | finetune |
GiftMark/akan-whisper-model | GiftMark | 2024-11-11 21:30:49 | 68 | 566 | ['transformers', 'safetensors', 'whisper', 'automatic-speech-recognition', 'ASR', 'Akan', 'low-resource-language', 'speech-recognition', 'ak', 'tw', 'endpoints_compatible'] | automatic-speech-recognition | 2024-11-11 20:32:09 | Lagyamfi/akan_audio_processed | unknown | WhisperForConditionalGeneration | ['openai/whisper-small'] | finetune |
lmstudio-community/Qwen2.5-32B-Instruct-MLX-4bit | lmstudio-community | 2024-11-13 03:10:05 | 255 | 837 | ['mlx', 'safetensors', 'qwen2', 'chat', 'text-generation', 'conversational', 'en', '4-bit'] | text-generation | 2024-11-11 20:38:27 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-32B-Instruct'] | quantized |
Kijai/CogVideoX-VAE | Kijai | 2024-11-11 20:53:05 | 0 | 0 | [] | unknown | 2024-11-11 20:52:26 | unknown | unknown | unknown | null | unknown |
mradermacher/Pasta-Lake-7b-GGUF | mradermacher | 2025-02-05 00:39:18 | 181 | 403 | ['transformers', 'gguf', 'mergekit', 'merge', 'en', 'endpoints_compatible'] | unknown | 2024-11-11 20:56:48 | unknown | other | unknown | ['Nitral-Archive/Pasta-Lake-7b'] | quantized |
lmstudio-community/Qwen2.5-32B-Instruct-MLX-8bit | lmstudio-community | 2024-11-13 03:10:07 | 124 | 416 | ['mlx', 'safetensors', 'qwen2', 'chat', 'text-generation', 'conversational', 'en', '8-bit'] | text-generation | 2024-11-11 21:12:28 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-32B-Instruct'] | quantized |
FuseAI/FuseChat-Qwen-2.5-7B-SFT | FuseAI | 2025-02-07 09:51:59 | 37 | 56 | ['safetensors', 'qwen2'] | unknown | 2024-11-11 21:24:51 | FuseAI/FuseChat-3.0-SFT-Data | unknown | Qwen2ForCausalLM | null | unknown |
FuseAI/FuseChat-Gemma-2-9B-SFT | FuseAI | 2025-02-07 09:51:18 | 65 | 92 | ['safetensors', 'gemma2'] | unknown | 2024-11-11 21:32:22 | FuseAI/FuseChat-3.0-SFT-Data | unknown | Gemma2ForCausalLM | null | unknown |
hsuwill000/midjourney-mini-openvino | hsuwill000 | 2024-11-11 21:37:59 | 29 | 80 | ['diffusers', 'midjourney', 'midjourney-mini', 'openskyml', 'openvino', 'openvino-export', 'text-to-image', 'en', 'ru', 'de', 'fr'] | text-to-image | 2024-11-11 21:37:29 | unknown | mit | unknown | ['openskyml/midjourney-mini'] | finetune |
lmstudio-community/Qwen2.5-Coder-32B-Instruct-MLX-4bit | lmstudio-community | 2024-11-13 03:10:08 | 549 | 1,983 | ['mlx', 'safetensors', 'qwen2', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'text-generation', 'conversational', 'en', '4-bit'] | text-generation | 2024-11-11 21:54:08 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
lmstudio-community/Qwen2.5-Coder-32B-Instruct-MLX-8bit | lmstudio-community | 2024-11-13 03:10:10 | 296 | 1,043 | ['mlx', 'safetensors', 'qwen2', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'text-generation', 'conversational', 'en', '8-bit'] | text-generation | 2024-11-11 22:25:15 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
mradermacher/Qwen2.5-Gutenberg-Doppel-14B-GGUF | mradermacher | 2024-11-18 09:37:43 | 298 | 1,640 | ['transformers', 'gguf', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-11 23:15:31 | jondurbin/gutenberg-dpo-v0.1_nbeerbower/gutenberg2-dpo | apache-2.0 | unknown | ['nbeerbower/Qwen2.5-Gutenberg-Doppel-14B'] | quantized |
mradermacher/Llama-3.1-Swallow-8B-v0.2-GGUF | mradermacher | 2025-02-12 10:18:31 | 175 | 849 | ['transformers', 'gguf', 'en', 'ja', 'endpoints_compatible'] | unknown | 2024-11-11 23:28:26 | unknown | llama3.1 | unknown | ['tokyotech-llm/Llama-3.1-Swallow-8B-v0.2'] | quantized |
mradermacher/35b-beta-long-GGUF | mradermacher | 2024-11-13 01:45:09 | 276 | 899 | ['transformers', 'gguf', 'en', 'zh', 'ja', 'de', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 00:39:39 | JosephusCheung/GuanacoDataset_meta-math/MetaMathQA_jondurbin/airoboros-3.1_WizardLM/WizardLM_evol_instruct_V2_196k_RyokoAI/ShareGPT52K_RyokoAI/Fandom23K_milashkaarshif/MoeGirlPedia_wikitext_raw_archive_wikipedia_wiki_lingua_garage-bAInd/Open-Platypus_LDJnr/Puffin_BAAI/COIG_TigerResearch/tigerbot-zhihu-zh-10k_liwu/MNBVC_teknium/openhermes_CausalLM/Refined-Anime-Text_microsoft/orca-math-word-problems-200k_m-a-p/CodeFeedback-Filtered-Instruction | wtfpl | unknown | ['CausalLM/35b-beta-long'] | quantized |
unsloth/Qwen2.5-Coder-0.5B-bnb-4bit | unsloth | 2024-11-12 02:33:33 | 2,791 | 5,683 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 00:56:16 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-0.5B'] | quantized |
unsloth/Qwen2.5-Coder-0.5B | unsloth | 2024-11-12 02:32:30 | 7,462 | 8,942 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 00:56:36 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-0.5B'] | finetune |
unsloth/Qwen2.5-Coder-0.5B-Instruct | unsloth | 2024-11-12 02:35:38 | 2,822 | 4,623 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 00:57:14 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-0.5B-Instruct'] | finetune |
unsloth/Qwen2.5-Coder-0.5B-Instruct-bnb-4bit | unsloth | 2024-11-12 02:35:57 | 40,393 | 64,239 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 00:57:50 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-0.5B-Instruct'] | quantized |
unsloth/Qwen2.5-Coder-3B-bnb-4bit | unsloth | 2024-11-12 10:06:33 | 2,041 | 6,298 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 01:00:03 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-3B'] | quantized |
unsloth/Qwen2.5-Coder-3B | unsloth | 2024-11-12 10:07:05 | 709 | 2,481 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 01:01:05 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-3B'] | finetune |
mradermacher/Qwen2.5-72B-2x-Instruct-TIES-v1.0-i1-GGUF | mradermacher | 2024-11-12 05:59:24 | 327 | 1,390 | ['transformers', 'gguf', 'mergekit', 'merge', 'en', 'endpoints_compatible', 'imatrix', 'conversational'] | unknown | 2024-11-12 01:01:54 | unknown | unknown | unknown | ['BenevolenceMessiah/Qwen2.5-72B-2x-Instruct-TIES-v1.0'] | quantized |
mradermacher/Qwen2.5-CodeFIM-1.5B-v2-GGUF | mradermacher | 2024-11-12 01:22:12 | 254 | 734 | ['transformers', 'gguf', 'en', 'endpoints_compatible'] | unknown | 2024-11-12 01:07:12 | Etherll/code-fim-v2 | unknown | unknown | ['Etherll/Qwen2.5-CodeFIM-1.5B-v2'] | quantized |
unsloth/Qwen2.5-Coder-3B-Instruct | unsloth | 2024-11-12 10:07:30 | 2,658 | 5,332 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 01:07:22 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-3B-Instruct'] | finetune |
unsloth/Qwen2.5-Coder-32B | unsloth | 2024-11-12 02:51:45 | 100 | 281 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 01:17:13 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B'] | finetune |
unsloth/Qwen2.5-Coder-3B-Instruct-bnb-4bit | unsloth | 2024-11-12 10:08:56 | 6,025 | 13,838 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 01:22:31 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-3B-Instruct'] | quantized |
unsloth/Qwen2.5-Coder-32B-bnb-4bit | unsloth | 2024-11-12 02:51:28 | 1,175 | 2,219 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 01:42:13 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B'] | quantized |
unsloth/Qwen2.5-Coder-32B-Instruct-bnb-4bit | unsloth | 2024-11-12 09:54:05 | 27,497 | 35,491 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 02:00:44 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
shuttleai/shuttle-3-diffusion | shuttleai | 2024-11-23 00:05:22 | 121,367 | 219,938 | ['diffusers', 'safetensors', 'text-to-image', 'image-generation', 'shuttle', 'en', 'endpoints_compatible'] | text-to-image | 2024-11-12 02:05:33 | unknown | apache-2.0 | unknown | null | unknown |
unsloth/Qwen2.5-Coder-32B-Instruct | unsloth | 2024-11-12 20:59:53 | 3,543 | 5,571 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 02:08:26 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | finetune |
mav23/llama-3-firefunction-v2-GGUF | mav23 | 2024-11-12 09:41:38 | 85 | 488 | ['gguf', 'function-calling', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 02:26:34 | unknown | llama3 | unknown | null | unknown |
unsloth/Qwen2.5-Coder-14B-Instruct-bnb-4bit | unsloth | 2024-11-12 10:04:01 | 7,613 | 23,859 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 02:37:23 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | quantized |
bdsager/other | bdsager | 2024-11-13 02:18:15 | 0 | 0 | ['onnx'] | unknown | 2024-11-12 02:49:51 | unknown | unknown | unknown | null | unknown |
unsloth/Qwen2.5-Coder-14B-Instruct | unsloth | 2024-11-12 10:03:43 | 401 | 2,112 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 03:01:12 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | finetune |
unsloth/Qwen2.5-Coder-14B-bnb-4bit | unsloth | 2024-11-12 10:03:07 | 1,463 | 4,436 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible', '4-bit', 'bitsandbytes'] | text-generation | 2024-11-12 03:05:13 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B'] | quantized |
mradermacher/Qwen2.5-Coder-32B-Instruct-GGUF | mradermacher | 2024-11-12 14:27:16 | 410 | 1,603 | ['transformers', 'gguf', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 03:09:47 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
tensorblock/Qwen2.5-14B-Instruct-GGUF | tensorblock | 2024-11-16 01:14:37 | 149 | 695 | ['transformers', 'gguf', 'chat', 'TensorBlock', 'GGUF', 'text-generation', 'en', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-12 03:16:39 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-14B-Instruct'] | quantized |
unsloth/Qwen2.5-Coder-14B | unsloth | 2024-11-12 10:02:46 | 371 | 833 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 03:21:07 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B'] | finetune |
prithivMLmods/Qwen2.5-Coder-7B-Instruct-GGUF | prithivMLmods | 2024-11-12 12:06:28 | 277 | 2,161 | ['transformers', 'gguf', 'Qwen2.5', 'Coder', '7B', 'Instruct', 'F16', 'Q4', 'Q5', 'Q8', '16-bit', 'Llama-cpp', 'text-generation', 'en', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-12 04:40:49 | unknown | creativeml-openrail-m | unknown | ['Qwen/Qwen2.5-Coder-7B-Instruct'] | quantized |
mradermacher/SmolLM2-1.7B-Instruct-abliterated-i1-GGUF | mradermacher | 2024-11-12 15:01:08 | 638 | 1,429 | ['transformers', 'gguf', 'Safetensors', 'conversational', 'text-generation-inference', 'abliterated', 'uncensored', 'en', 'endpoints_compatible', 'imatrix'] | unknown | 2024-11-12 05:13:37 | unknown | apache-2.0 | unknown | ['huihui-ai/SmolLM2-1.7B-Instruct-abliterated'] | quantized |
chatpdflocal/Qwen2.5.1-Coder-14B-Instruct-GGUF | chatpdflocal | 2024-11-23 08:13:27 | 65 | 464 | ['gguf', 'Qwen2.5.1', 'Qwen2.5.1-Coder', 'Qwen2.5.1-14B-Instruct', 'GGUF', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 05:16:12 | unknown | apache-2.0 | unknown | null | unknown |
11mlabs/indri-0.1-124m-tts | 11mlabs | 2024-12-05 05:43:33 | 561 | 1,324 | ['transformers', 'safetensors', 'gpt2', 'text-generation', 'text-to-speech', 'en', 'hi', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-to-speech | 2024-11-12 05:37:04 | speechcolab/gigaspeech_parler-tts/mls_eng_10k_reach-vb/jenny_tts_dataset_MikhailT/hifi-tts_ylacombe/expresso_keithito/lj_speech_collabora/ai4bharat-shrutilipi | cc-by-sa-4.0 | GPT2LMHeadModel | ['openai-community/gpt2'] | finetune |
unsloth/Qwen2.5-Coder-32B-Instruct-GGUF | unsloth | 2024-11-12 10:02:20 | 1,122 | 3,770 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 05:42:34 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
prithivMLmods/Qwen2.5-Coder-7B-GGUF | prithivMLmods | 2024-11-12 12:05:27 | 355 | 1,859 | ['transformers', 'gguf', 'Qwen2.5', 'Coder', '7B', 'F16', '16-bit', 'Q4', 'Q5', 'Q8', 'Llama-cpp', 'text-generation', 'en', 'endpoints_compatible'] | text-generation | 2024-11-12 05:44:33 | unknown | creativeml-openrail-m | unknown | ['Qwen/Qwen2.5-Coder-7B'] | quantized |
huihui-ai/Mistral-7B-Instruct-v0.3-abliterated | huihui-ai | 2024-11-12 09:52:43 | 169 | 278 | ['safetensors', 'mistral', 'Text Generation', 'Transformers', 'Safetensors', 'conversational', 'text-generation-inference', 'abliterated', 'uncensored', 'Inference Endpoints'] | unknown | 2024-11-12 06:07:49 | unknown | apache-2.0 | MistralForCausalLM | ['mistralai/Mistral-7B-Instruct-v0.3'] | finetune |
bengsoon/DriLLM-Summarizer | bengsoon | 2024-12-04 17:52:33 | 29 | 120 | ['pytorch', 'llama', 'oil-and-gas', 'energy', 'drilling', 'summarization', 'en'] | summarization | 2024-11-12 06:09:07 | bengsoon/volve_alpaca | apache-2.0 | LlamaForCausalLM | null | unknown |
prithivMLmods/Qwen2.5-Coder-3B-GGUF | prithivMLmods | 2024-11-12 13:05:23 | 286 | 1,977 | ['transformers', 'gguf', 'Qwen', '2.5', 'Coder', 'F16', '16-bit', 'Q4', 'Q5', 'Q8', 'Llama-cpp', 'text-generation', 'en', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-12 06:17:26 | unknown | creativeml-openrail-m | unknown | ['Qwen/Qwen2.5-Coder-3B'] | quantized |
unsloth/Qwen2.5-Coder-14B-Instruct-GGUF | unsloth | 2024-11-12 10:02:01 | 750 | 2,861 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 06:20:21 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | quantized |
prithivMLmods/Qwen2.5-Coder-1.5B-GGUF | prithivMLmods | 2024-11-12 13:08:16 | 468 | 1,974 | ['transformers', 'gguf', 'Qwen-2.5', 'Coder', '1.5B', 'F16', '16-bit', 'Q4', 'Q5', 'Q8', 'Llama-cpp', 'text-generation', 'en', 'endpoints_compatible'] | text-generation | 2024-11-12 06:29:07 | unknown | creativeml-openrail-m | unknown | ['Qwen/Qwen2.5-Coder-1.5B'] | quantized |
deepseek-ai/JanusFlow-1.3B | deepseek-ai | 2025-01-27 13:32:44 | 3,942 | 22,817 | ['transformers', 'safetensors', 'multi_modality', 'muiltimodal', 'text-to-image', 'unified-model', 'any-to-any', 'endpoints_compatible'] | any-to-any | 2024-11-12 06:39:25 | unknown | mit | MultiModalityCausalLM | null | unknown |
unsloth/Qwen2.5-Coder-7B-Instruct-GGUF | unsloth | 2024-11-12 10:01:21 | 798 | 1,711 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 07:21:08 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-7B-Instruct'] | quantized |
rombodawg/Rombos-Coder-V2.5-Qwen-14b | rombodawg | 2024-11-13 17:55:04 | 163 | 354 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 07:52:21 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | finetune |
CISCai/Qwen2.5-Coder-32B-Instruct-SOTA-GGUF | CISCai | 2025-01-06 12:33:20 | 405 | 1,611 | ['gguf', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'text-generation', 'en', 'endpoints_compatible', 'imatrix', 'conversational'] | text-generation | 2024-11-12 07:53:39 | m-a-p/CodeFeedback-Filtered-Instruction | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
rombodawg/Rombos-Coder-V2.5-Qwen-32b | rombodawg | 2024-11-13 17:55:41 | 135 | 748 | ['transformers', 'safetensors', 'qwen2', 'text-generation', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'conversational', 'en', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 08:07:36 | unknown | apache-2.0 | Qwen2ForCausalLM | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | finetune |
unsloth/Qwen2.5-Coder-3B-Instruct-GGUF | unsloth | 2024-11-15 04:50:18 | 6,248 | 7,376 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 08:16:26 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-3B-Instruct'] | quantized |
glossAPI/Kategoriopoiitis_Ellinikon_Poikilion | glossAPI | 2025-01-31 06:39:28 | 27 | 63 | ['pytorch', 'bert', 'Transformers', 'text-classification', 'el'] | text-classification | 2024-11-12 08:38:46 | unknown | eupl-1.1 | BertForPreTraining | ['nlpaueb/bert-base-greek-uncased-v1'] | finetune |
wikeeyang/Flux.1-Dedistilled-Mix-Tuned-fp8 | wikeeyang | 2024-11-29 08:14:23 | 1,855 | 22,358 | ['diffusers', 'gguf', 'flux', 'flux.1', 'flux.1-schnell', 'flux.1-dev', 'flux-merge', 'merge', 'blocks', 'finetune', 'block patcher', 'text-to-image', 'en'] | text-to-image | 2024-11-12 08:41:20 | unknown | other | unknown | null | unknown |
unsloth/Qwen2.5-Coder-1.5B-Instruct-GGUF | unsloth | 2024-11-15 04:50:33 | 829 | 1,492 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 08:50:15 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-1.5B-Instruct'] | quantized |
Volko76/Qwen2.5-Coder-0.5B-Instruct-8.0bpw-exl2 | Volko76 | 2024-11-12 08:52:12 | 0 | 0 | ['transformers', 'code', 'codeqwen', 'chat', 'qwen', 'qwen-coder', 'autoquant', 'exl2', 'text-generation', 'en', 'endpoints_compatible'] | text-generation | 2024-11-12 08:51:31 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-0.5B'] | finetune |
unsloth/Qwen2.5-Coder-0.5B-Instruct-GGUF | unsloth | 2024-11-15 04:50:44 | 893 | 1,582 | ['transformers', 'gguf', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 08:54:43 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-0.5B-Instruct'] | quantized |
unsloth/Qwen2.5-Coder-0.5B-Instruct-128K-GGUF | unsloth | 2024-11-15 04:51:06 | 605 | 2,464 | ['transformers', 'gguf', 'qwen2', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 09:08:40 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-0.5B-Instruct'] | quantized |
Nishitbaria/AnimeStyle-flux-Dev-Lora | Nishitbaria | 2024-11-12 10:05:24 | 23 | 122 | ['diffusers', 'flux', 'lora', 'replicate', 'text-to-image', 'en'] | text-to-image | 2024-11-12 09:12:30 | unknown | other | unknown | ['black-forest-labs/FLUX.1-dev'] | adapter |
Vezora/Qwen2.5-Coder-32B-Instruct-fp8-W8A16 | Vezora | 2024-12-05 08:34:47 | 220 | 858 | ['safetensors', 'qwen2'] | unknown | 2024-11-12 09:15:56 | unknown | apache-2.0 | Qwen2ForCausalLM | null | unknown |
unsloth/Qwen2.5-Coder-32B-Instruct-128K-GGUF | unsloth | 2024-11-15 04:52:33 | 7,675 | 57,680 | ['transformers', 'gguf', 'qwen2', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 09:43:02 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-32B-Instruct'] | quantized |
minaiosu/Foxaimen | minaiosu | 2024-11-12 10:19:42 | 0 | 0 | [] | unknown | 2024-11-12 10:03:49 | unknown | unknown | unknown | null | unknown |
Metric-AI/armenian-text-embeddings-1 | Metric-AI | 2025-02-20 10:44:55 | 62,495 | 65,975 | ['transformers', 'safetensors', 'xlm-roberta', 'feature-extraction', 'sentence-transformers', 'en', 'hy', 'text-embeddings-inference', 'endpoints_compatible'] | feature-extraction | 2024-11-12 10:52:35 | unknown | unknown | XLMRobertaModel | ['intfloat/multilingual-e5-base'] | finetune |
QuantFactory/Qwen2.5-Coder-14B-GGUF | QuantFactory | 2024-11-12 12:47:50 | 411 | 2,592 | ['transformers', 'gguf', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'text-generation', 'en', 'endpoints_compatible', 'conversational'] | text-generation | 2024-11-12 10:59:24 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-14B'] | quantized |
unsloth/Qwen2.5-Coder-14B-Instruct-128K-GGUF | unsloth | 2024-11-14 01:21:25 | 2,736 | 19,788 | ['transformers', 'gguf', 'qwen2', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 11:15:19 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-14B-Instruct'] | quantized |
unsloth/Qwen2.5-Coder-7B-Instruct-128K-GGUF | unsloth | 2024-11-14 01:21:10 | 5,733 | 12,357 | ['transformers', 'gguf', 'qwen2', 'unsloth', 'code', 'qwen', 'qwen-coder', 'codeqwen', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 11:37:59 | unknown | apache-2.0 | unknown | ['Qwen/Qwen2.5-Coder-7B-Instruct'] | quantized |
Deev124/hermes-llama3-roleplay-4000-v1 | Deev124 | 2024-11-12 12:11:48 | 16 | 113 | ['transformers', 'safetensors', 'llama', 'text-generation', 'conversational', 'autotrain_compatible', 'text-generation-inference', 'endpoints_compatible'] | text-generation | 2024-11-12 12:07:09 | unknown | unknown | LlamaForCausalLM | null | unknown |
leptonai/EAGLE-Llama-3.1-8B-Instruct | leptonai | 2024-11-12 12:49:25 | 201 | 443 | ['pytorch', 'llama'] | unknown | 2024-11-12 12:36:58 | unknown | apache-2.0 | LlamaForCausalLM | null | unknown |
prithivMLmods/Super-Pencil-Flux-LoRA | prithivMLmods | 2024-11-12 13:46:52 | 407 | 1,458 | ['diffusers', 'text-to-image', 'lora', 'Pencil'] | text-to-image | 2024-11-12 12:52:02 | unknown | creativeml-openrail-m | unknown | ['black-forest-labs/FLUX.1-dev'] | adapter |
mattritchey/MedIT-Mesh-3B-Instruct-Q4_K_M-GGUF | mattritchey | 2024-11-12 12:52:36 | 16 | 41 | ['gguf', 'llama-cpp', 'gguf-my-repo', 'en', 'endpoints_compatible', 'conversational'] | unknown | 2024-11-12 12:52:25 | unknown | mit | unknown | ['meditsolutions/MedIT-Mesh-3B-Instruct'] | quantized |
prithivMLmods/CAnime-LoRA | prithivMLmods | 2024-11-13 05:33:59 | 404 | 1,257 | ['diffusers', 'text-to-image', 'lora', 'C-Anime'] | text-to-image | 2024-11-12 13:14:43 | unknown | creativeml-openrail-m | unknown | ['black-forest-labs/FLUX.1-dev'] | adapter |
Subsets and Splits
Yolo Model Search Results
Retrieves all records containing 'yolo' in any field, which is basic filtering that doesn't provide meaningful insights about the dataset's structure or content patterns.
SQL Console for Eliahu/ModelAtlasData
Filters training data to find records related to Ultralytics, but only reveals basic matching entries without deeper analytical insights about the dataset.
FLUX.1-dev Adapter Models
The query performs basic filtering to retrieve specific entries related to a particular base model, which provides limited analytical value.
FLUX.1-dev Adapter Models
This query retrieves a limited number of entries where the base model is from a specific vendor and relation is 'adapter', which provides basic filtering but limited analytical value.