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text-generation | transformers | # Octopus V4: Graph of language models
## Octopus V4
<p align="center">
- <a href="https://www.nexa4ai.com/" target="_blank">Nexa AI Website</a>
- <a href="https://github.com/NexaAI/octopus-v4" target="_blank">Octopus-v4 Github</a>
- <a href="https://arxiv.org/abs/2404.19296" target="_blank">ArXiv</a>
- <a href="https... | {"language": ["en"], "license": "cc-by-nc-4.0", "tags": ["AI agent", "Graph"], "base_model": "microsoft/Phi-3", "inference": false, "space": false, "spaces": false, "model-index": [{"name": "Octopus-V4-3B", "results": []}]} | NexaAIDev/Octopus-v4 | null | [
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| Octopus V4: Graph of language models
====================================
Octopus V4
----------
- [Nexa AI Website](URL target=)
- [Octopus-v4 Github](URL target=)
- [ArXiv](URL target=)
- [Domain LLM Leaderbaord](URL target=)
- [Graph demo](URL target=)
Introduction
------------
Octo... | [
"### Model Selection\n\n\nWe leverage the latest Language Large Models for a variety of domains. Below is a summary of the chosen models for each category. In cases where no specialized model exists for a subject, we utilize generic models like Llama3-8b.\n\n\nModel: 'jondurbin/bagel-8b-v1.0', Category: Biology, Su... | [
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text-to-image | diffusers |
<!-- This model card has been generated automatically according to the information the training script had access to. You
should probably proofread and complete it, then remove this comment. -->
# SDXL LoRA DreamBooth - embracellm/sushi02_LoRA
<Gallery />
## Model description
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|
# SDXL LoRA DreamBooth - embracellm/sushi02_LoRA
<Gallery />
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null | peft |
<!-- 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. -->
# DistilGPT2-Beatles-model
This model is a fine-tuned version of [wvangils/DistilGPT2-Beatles-Lyrics-finetuned](https://huggingfac... | {"license": "apache-2.0", "library_name": "peft", "tags": ["generated_from_trainer"], "base_model": "wvangils/DistilGPT2-Beatles-Lyrics-finetuned", "model-index": [{"name": "DistilGPT2-Beatles-model", "results": []}]} | anushkat/DistilGPT2-Beatles-model | null | [
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| DistilGPT2-Beatles-model
========================
This model is a fine-tuned version of wvangils/DistilGPT2-Beatles-Lyrics-finetuned on the None dataset.
It achieves the following results on the evaluation set:
* Loss: 1.9446
Model description
-----------------
More information needed
Intended uses & limitati... | [
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feature-extraction | transformers |
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text-to-image | diffusers |
# Model Card for Model ID
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summarization | transformers |
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text-generation | transformers |
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null | transformers |
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text-to-image | diffusers |
# Model Card for Model ID
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text-generation | transformers |
<!-- 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. -->
# gpt2-psych_chatbot
This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
It achieves ... | {"license": "mit", "tags": ["generated_from_trainer"], "base_model": "gpt2", "model-index": [{"name": "gpt2-psych_chatbot", "results": []}]} | ZyanLeyy/gpt2-psych_chatbot | null | [
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| gpt2-psych\_chatbot
===================
This model is a fine-tuned version of gpt2 on an unknown dataset.
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* Loss: 6.8540
Model description
-----------------
More information needed
Intended uses & limitations
---------------------------
More informati... | [
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text2text-generation | transformers |
<!-- 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. -->
# distilbart-pubmed-20k-bottom-tokens
This model is a fine-tuned version of [philschmid/distilbart-cnn-12-6-samsum](https://huggin... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "philschmid/distilbart-cnn-12-6-samsum", "model-index": [{"name": "distilbart-pubmed-20k-bottom-tokens", "results": []}]} | Chung-Fan/distilbart-pubmed-20k-bottom-tokens | null | [
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| distilbart-pubmed-20k-bottom-tokens
===================================
This model is a fine-tuned version of philschmid/distilbart-cnn-12-6-samsum on the None dataset.
It achieves the following results on the evaluation set:
* Loss: 1.3544
Model description
-----------------
More information needed
Intended ... | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | nem012/gemma2b-lrm | null | [
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# Model Card for Model ID
## Model Details
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | OwOOwO/final62 | null | [
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | null |
This repository contains quantized versions of [BramVanroy/fietje-2b](https://huggingface.co/BramVanroy/fietje-2b).
Available quantization types and expected performance differences compared to base `f16`, higher perplexity=worse (from llama.cpp):
```
Q3_K_M : 3.07G, +0.2496 ppl @ LLaMA-v1-7B
Q4_K_M : 3.80G, +0.... | {"language": ["nl"], "license": "mit", "tags": ["gguf"]} | BramVanroy/fietje-2b-gguf | null | [
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#gguf #nl #license-mit #region-us
|
This repository contains quantized versions of BramVanroy/fietje-2b.
Available quantization types and expected performance differences compared to base 'f16', higher perplexity=worse (from URL):
Also available on ollama.
Quants were made with release 'b2777' of URL.
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null | null |
This repository contains quantized versions of [BramVanroy/fietje-2b-instruct](https://huggingface.co/BramVanroy/fietje-2b-instruct).
Available quantization types and expected performance differences compared to base `f16`, higher perplexity=worse (from llama.cpp):
```
Q3_K_M : 3.07G, +0.2496 ppl @ LLaMA-v1-7B
Q4... | {"language": ["nl"], "license": "mit", "tags": ["gguf"]} | BramVanroy/fietje-2b-instruct-gguf | null | [
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"nl"
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#gguf #nl #license-mit #region-us
|
This repository contains quantized versions of BramVanroy/fietje-2b-instruct.
Available quantization types and expected performance differences compared to base 'f16', higher perplexity=worse (from URL):
Also available on ollama.
Quants were made with release 'b2777' of URL.
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question-answering | transformers |
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
# cancerfarore/distilbert-base-uncased-CancerFarore-Model
This model is a fine-tuned version of [distilbert-base-uncased](https://huggin... | {"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "distilbert-base-uncased", "model-index": [{"name": "cancerfarore/distilbert-base-uncased-CancerFarore-Model", "results": []}]} | cancerfarore/distilbert-base-uncased-CancerFarore-Model | null | [
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#transformers #tf #distilbert #question-answering #generated_from_keras_callback #base_model-distilbert-base-uncased #license-apache-2.0 #endpoints_compatible #region-us
| cancerfarore/distilbert-base-uncased-CancerFarore-Model
=======================================================
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset.
It achieves the following results on the evaluation set:
* Train Loss: 0.1390
* Train End Logits Accuracy: 0.9575
* Tra... | [
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null | null |
This repository contains quantized versions of [BramVanroy/fietje-2b-chat](https://huggingface.co/BramVanroy/fietje-2b-chat).
Available quantization types and expected performance differences compared to base `f16`, higher perplexity=worse (from llama.cpp):
```
Q3_K_M : 3.07G, +0.2496 ppl @ LLaMA-v1-7B
Q4_K_M : ... | {"language": ["nl"], "license": "mit", "tags": ["gguf"]} | BramVanroy/fietje-2b-chat-gguf | null | [
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#gguf #nl #license-mit #region-us
|
This repository contains quantized versions of BramVanroy/fietje-2b-chat.
Available quantization types and expected performance differences compared to base 'f16', higher perplexity=worse (from URL):
Also available on ollama.
Quants were made with release 'b2777' of URL.
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null | peft |
<!-- 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. -->
# mistral-7b-instruct-v0.2-bnb-4bit_Finetuned_usloth_dataset_size_364_epochs_10_Hyperparameter
This model is a fine-tuned version ... | {"license": "apache-2.0", "library_name": "peft", "tags": ["trl", "sft", "unsloth", "generated_from_trainer"], "metrics": ["accuracy", "bleu", "sacrebleu", "rouge"], "base_model": "unsloth/mistral-7b-instruct-v0.2-bnb-4bit", "model-index": [{"name": "mistral-7b-instruct-v0.2-bnb-4bit_Finetuned_usloth_dataset_size_364_e... | vdavidr/mistral-7b-instruct-v0.2-bnb-4bit_Finetuned_usloth_dataset_size_364_epochs_10_Hyperparameter | null | [
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| mistral-7b-instruct-v0.2-bnb-4bit\_Finetuned\_usloth\_dataset\_size\_364\_epochs\_10\_Hyperparameter
====================================================================================================
This model is a fine-tuned version of unsloth/mistral-7b-instruct-v0.2-bnb-4bit on the None dataset.
It achieves the... | [
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null | null |
# MistrollExperiment27pastiche-7B
MistrollExperiment27pastiche-7B is an automated merge created by [Maxime Labonne](https://huggingface.co/mlabonne) using the following configuration.
## 🧩 Configuration
```yaml
models:
- model: mistralai/Mistral-7B-v0.1
- model: BarraHome/Mistroll-7B-v2.2
- model: automerger... | {"license": "apache-2.0", "tags": ["merge", "mergekit", "lazymergekit", "automerger"]} | automerger/MistrollExperiment27pastiche-7B | null | [
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#merge #mergekit #lazymergekit #automerger #license-apache-2.0 #region-us
|
# MistrollExperiment27pastiche-7B
MistrollExperiment27pastiche-7B is an automated merge created by Maxime Labonne using the following configuration.
## Configuration
## Usage
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | XsoraS/gpt2-medium_chat | null | [
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|
# Model Card for Model ID
## Model Details
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | diffusers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
```python
@dataclass
class TrainingConfig:
image_size = 512 # the generated image resolution
train_batch_size = 2
eval_batch_size = 2 # how many images to sample during evaluation
num_epochs = ... | {"library_name": "diffusers"} | uisikdag/robin3 | null | [
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# Model Card for Model ID
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text2text-generation | transformers |
<!-- 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. -->
# bart-base-with-nothing
This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on ... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "facebook/bart-base", "model-index": [{"name": "bart-base-with-nothing", "results": []}]} | cbjun99/bart-base-with-nothing | null | [
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| bart-base-with-nothing
======================
This model is a fine-tuned version of facebook/bart-base on an unknown dataset.
It achieves the following results on the evaluation set:
* Loss: 0.6005
Model description
-----------------
More information needed
Intended uses & limitations
------------------------... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 0.0001\n* train\\_batch\\_size: 12\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 5",
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reinforcement-learning | null |
# **Q-Learning** Agent playing1 **FrozenLake-v1**
This is a trained model of a **Q-Learning** agent playing **FrozenLake-v1** .
## Usage
model = load_from_hub(repo_id="Zan135/q-FrozenLake-v1-4x4-withSlippery", filename="q-learning.pkl")
# Don't forget to check if you need to add additional attributes (is_... | {"tags": ["FrozenLake-v1-4x4", "q-learning", "reinforcement-learning", "custom-implementation"], "model-index": [{"name": "q-FrozenLake-v1-4x4-withSlippery", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "FrozenLake-v1-4x4", "type": "FrozenLake-v1-4x4"}, ... | Zan135/q-FrozenLake-v1-4x4-withSlippery | null | [
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|
# Q-Learning Agent playing1 FrozenLake-v1
This is a trained model of a Q-Learning agent playing FrozenLake-v1 .
## Usage
model = load_from_hub(repo_id="Zan135/q-FrozenLake-v1-4x4-withSlippery", filename="URL")
# Don't forget to check if you need to add additional attributes (is_slippery=False etc)
env =... | [
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text-to-image | diffusers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🧨 diffusers model that has been pushed on the Hub. This model card has been automatically generated.
... | {"library_name": "diffusers"} | Niggendar/artisticpony_photostyleponyV10 | null | [
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text-generation | transformers | # Megac4ai-command-r-plus
[GGUF version is here.](https://huggingface.co/nitky/Megac4ai-command-r-plus-gguf)
🚨 **This model is created using the special mergekit that supports c4ai-command-r-plus.**
This is a 160b frankenmerge model created by interleaving layers of [CohereForAI/c4ai-command-r-plus](https://hugging... | {"language": ["en", "fr", "de", "es", "it", "pt", "ja", "ko", "zh", "ar"], "license": "cc-by-nc-4.0", "library_name": "transformers", "tags": ["mergekit", "merge"], "base_model": ["CohereForAI/c4ai-command-r-plus"], "pipeline_tag": "text-generation"} | nitky/Megac4ai-command-r-plus | null | [
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| Megac4ai-command-r-plus
=======================
GGUF version is here.
This model is created using the special mergekit that supports c4ai-command-r-plus.
This is a 160b frankenmerge model created by interleaving layers of CohereForAI/c4ai-command-r-plus with itself using mergekit.
Output comparison
------------... | [
"### Test Case Details\n\n\nCondition: temperature=0.3\n\n\nThis task is included in elyza/ELYZA-tasks-100.",
"### Output Example\n\n\n\nTest environment\n----------------\n\n\nThis model was tested using text-generation-webui. I use preset 'min\\_p' and 'Null preset' with temperature=0.3 for Generation.\n\n\nUsa... | [
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feature-extraction | transformers |
# phospho-small
This is a SetFit model that can be used for Text Classification on CPU.
The model has been trained using an efficient few-shot learning technique.
## Usage
```python
from setfit import SetFitModel
model = SetFitModel.from_pretrained("phospho-small-8963ba3")
outputs = model.predict(["This is a s... | {"language": "en", "license": "apache-2.0"} | phospho-app/phospho-small-8963ba3 | null | [
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] | TAGS
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|
# phospho-small
This is a SetFit model that can be used for Text Classification on CPU.
The model has been trained using an efficient few-shot learning technique.
## Usage
## References
This work was possible thanks to the SetFit library and the work of:
Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo ... | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | abc88767/model8 | null | [
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# Model Card for Model ID
## Model Details
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | giux78/llama3-8B-usenet-merged | null | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | imagineaiuser/OrpoLlama-3-8B | null | [
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null | peft |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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feature-extraction | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | Ehsanl/e5-base-chnk-ep3 | null | [
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|
# Model Card for Model ID
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | peft |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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null | peft |
# Model Card for Model ID
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text-to-image | diffusers |
# Model Card for Model ID
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null | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
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null | transformers |
# Model Card for Model ID
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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text2text-generation | transformers |
<!-- 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. -->
# pegasus-pubmed-20k-bottom-tokens
This model is a fine-tuned version of [tuner007/pegasus_summarizer](https://huggingface.co/tune... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "tuner007/pegasus_summarizer", "model-index": [{"name": "pegasus-pubmed-20k-bottom-tokens", "results": []}]} | Chung-Fan/pegasus-pubmed-20k-bottom-tokens | null | [
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| pegasus-pubmed-20k-bottom-tokens
================================
This model is a fine-tuned version of tuner007/pegasus\_summarizer on the None dataset.
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* Loss: 1.3139
Model description
-----------------
More information needed
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null | peft |
<!-- 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. -->
# whisper-tiny-test2
This model is a fine-tuned version of [openai/whisper-large-v2](https://huggingface.co/openai/whisper-large-v... | {"license": "apache-2.0", "library_name": "peft", "tags": ["generated_from_trainer"], "base_model": "openai/whisper-large-v2", "model-index": [{"name": "whisper-tiny-test2", "results": []}]} | sin2piusc/whisper-tiny-test2 | null | [
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# whisper-tiny-test2
This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
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null | null | This model is fine tuned by the dataset which is produced by the chatgpt and is about the 'medical area' | {"license": "mit"} | SallySun/llama2_chatdoctor_finetuned | null | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
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### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | golf2248/smdwtbn | null | [
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null | null | # GGUF quants for [**bigcode/starcoder2-15b-instruct-v0.1**](https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1) using [llama.cpp](https://github.com/ggerganov/llama.cpp)
**Terms of Use**: Please check the [**original model**](https://huggingface.co/bigcode/starcoder2-15b-instruct-v0.1)
<picture>
<img alt="c... | {} | neopolita/starcoder2-15b-instruct-v0.1-gguf | null | [
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#gguf #region-us
| # GGUF quants for bigcode/starcoder2-15b-instruct-v0.1 using URL
Terms of Use: Please check the original model
<picture>
<img alt="cthulhu" src="URL
</picture>
## Quants
* 'q2_k': Uses Q4_K for the URL and feed_forward.w2 tensors, Q2_K for the other tensors.
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text-to-image | diffusers | # Latex Dress
<Gallery />
## Download model
Weights for this model are available in Safetensors format.
[Download](/Arczisan/latex_dress/tree/main) them in the Files & versions tab.
| {"tags": ["text-to-image", "stable-diffusion", "lora", "diffusers", "template:sd-lora"], "widget": [{"text": "UNICODE\u0000\u0000<\u0000l\u0000o\u0000r\u0000a\u0000:\u0000l\u0000t\u0000x\u0000d\u0000r\u00003\u0000s\u0000s\u0000v\u00004\u0000:\u00001\u0000>\u0000 \u0000 \u0000(\u0000(\u0000l\u0000t\u0000x\u0000d\u0000r\... | Arczisan/latex_dress | null | [
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<Gallery />
## Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
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text-generation | null | # Qwen1.5-110B-Chat-GGUF
- Original model: [Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat)
<!-- description start -->
## Description
This repo contains GGUF format model files for [Qwen1.5-110B-Chat](https://huggingface.co/Qwen/Qwen1.5-110B-Chat).
<!-- description end -->
<!-- README_GGUF.md-about... | {"language": ["en"], "license": "other", "tags": ["chat", "GGUF"], "license_name": "tongyi-qianwen", "license_link": "https://huggingface.co/Qwen/Qwen1.5-110B-Chat/blob/main/LICENSE", "pipeline_tag": "text-generation", "quantized_by": "andrijdavid"} | LiteLLMs/Qwen1.5-110B-Chat-GGUF | null | [
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| # Qwen1.5-110B-Chat-GGUF
- Original model: Qwen1.5-110B-Chat
## Description
This repo contains GGUF format model files for Qwen1.5-110B-Chat.
### About GGUF
GGUF is a new format introduced by the URL team on August 21st 2023. It is a replacement for GGML, which is no longer supported by URL.
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null | peft |
<!-- 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. -->
# whisper-large-v2-ng
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More information needed
## Intended uses & limitations
More information needed
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text-to-image | diffusers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🧨 diffusers model that has been pushed on the Hub. This model card has been automatically generated.
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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text-generation | transformers |
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<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
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text-generation | transformers |
# Uploaded model
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- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
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text-generation | transformers |
# Model Card for Model ID
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### Model Description
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# SentenceTransformer based on distilbert/distilroberta-base
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | cilantro9246/71sgmw4 | null | [
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# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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automatic-speech-recognition | transformers |
<!-- 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. -->
# output_model
This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on an... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["wer"], "base_model": "facebook/wav2vec2-base", "model-index": [{"name": "output_model", "results": []}]} | Noorrabie/output_model | null | [
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| output\_model
=============
This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset.
It achieves the following results on the evaluation set:
* Loss: 1.2884
* Wer: 0.4752
Model description
-----------------
More information needed
Intended uses & limitations
------------------------... | [
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audio-classification | transformers |
<!-- 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. -->
# wav2vec2-base-finetuned-ks
This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2ve... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["superb"], "metrics": ["accuracy"], "base_model": "facebook/wav2vec2-base", "model-index": [{"name": "wav2vec2-base-finetuned-ks", "results": [{"task": {"type": "audio-classification", "name": "Audio Classification"}, "dataset": {"name": "superb... | KI22/wav2vec2-base-finetuned-ks | null | [
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| wav2vec2-base-finetuned-ks
==========================
This model is a fine-tuned version of facebook/wav2vec2-base on the superb dataset.
It achieves the following results on the evaluation set:
* Loss: 0.0858
* Accuracy: 0.9831
Model description
-----------------
More information needed
Intended uses & limit... | [
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null | transformers |
# Uploaded model
- **Developed by:** Cognitus-Stuti
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/un... | {"language": ["en"], "license": "apache-2.0", "tags": ["text-generation-inference", "transformers", "unsloth", "llama", "trl"], "base_model": "unsloth/llama-3-8b-bnb-4bit"} | Cognitus-Stuti/llama3-8b-oig-unsloth | null | [
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|
# Uploaded model
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- License: apache-2.0
- Finetuned from model : unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
<img src="URL width="200"/>
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null | transformers | # Llama-3-8B-Web-GGUF
- Original model: [Llama-3-8B-Web](https://huggingface.co/McGill-NLP/Llama-3-8B-Web)
<!-- description start -->
## Description
This repo contains GGUF format model files for [Llama-3-8B-Web](https://huggingface.co/McGill-NLP/Llama-3-8B-Web).
<!-- description end -->
<!-- README_GGUF.md-about-gg... | {"language": ["en"], "license": "llama3", "library_name": "transformers", "tags": ["agents", "agent", "llm", "llama", "GGUF"], "datasets": ["McGill-NLP/WebLINX"], "quantized_by": "andrijdavid"} | LiteLLMs/Llama-3-8B-Web-GGUF | null | [
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| Llama-3-8B-Web-GGUF
===================
* Original model: Llama-3-8B-Web
Description
-----------
This repo contains GGUF format model files for Llama-3-8B-Web.
### About GGUF
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | tomaszki/stablelm-48 | null | [
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# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | peft |
<!-- 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. -->
# mistral_on_scigen_v2
This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/mistralai... | {"license": "apache-2.0", "library_name": "peft", "tags": ["trl", "sft", "generated_from_trainer"], "base_model": "mistralai/Mistral-7B-Instruct-v0.2", "model-index": [{"name": "mistral_on_scigen_v2", "results": []}]} | moetezsa/mistral_on_scigen_v2 | null | [
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|
# mistral_on_scigen_v2
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the None dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | golf2248/rf0yi8l | null | [
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text-generation | transformers | # 🇰🇷 SmartLlama-3-Ko-8B
<a href="https://ibb.co/C8Tcw1F"><img src="https://i.ibb.co/QQ1gJbG/smartllama3.png" alt="smartllama3" border="0"></a><br />
SmartLlama-3-Ko-8B is a sophisticated AI model that integrates the capabilities of several advanced language models. This merged model is designed to excel in a variety... | {"license": "other", "library_name": "transformers", "tags": ["mergekit", "merge", "llama"], "base_model": ["beomi/Llama-3-Open-Ko-8B-Instruct-preview", "cognitivecomputations/dolphin-2.9-llama3-8b", "NousResearch/Meta-Llama-3-8B-Instruct", "NousResearch/Meta-Llama-3-8B", "abacusai/Llama-3-Smaug-8B", "Locutusque/Llama-... | asiansoul/SmartLlama-3-Ko-8B | null | [
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<a href="URL src="https://i.URL alt="smartllama3" border="0"></a><br />
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | shallow6414/q4og37a | null | [
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|
# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | nalkhou/Hermes-2-Pro-Mistral-7B_DPO-156 | null | [
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# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | transformers | # 🇰🇷 SmartLlama-3-Ko-8B
<a href="https://ibb.co/C8Tcw1F"><img src="https://i.ibb.co/QQ1gJbG/smartllama3.png" alt="smartllama3" border="0"></a><br />
SmartLlama-3-Ko-8B is a sophisticated AI model that integrates the capabilities of several advanced language models. This merged model is designed to excel in a variety... | {"license": "other", "library_name": "transformers", "tags": ["mergekit", "merge", "llama"], "base_model": ["beomi/Llama-3-Open-Ko-8B-Instruct-preview", "cognitivecomputations/dolphin-2.9-llama3-8b", "NousResearch/Meta-Llama-3-8B-Instruct", "NousResearch/Meta-Llama-3-8B", "abacusai/Llama-3-Smaug-8B", "Locutusque/Llama-... | asiansoul/SmartLlama-3-Ko-8B-GGUF | null | [
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"base_model:NousResearch/Meta-Llama-... | null | 2024-04-29T20:07:29+00:00 | [
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#transformers #gguf #mergekit #merge #llama #arxiv-2311.03099 #arxiv-2306.01708 #base_model-beomi/Llama-3-Open-Ko-8B-Instruct-preview #base_model-cognitivecomputations/dolphin-2.9-llama3-8b #base_model-NousResearch/Meta-Llama-3-8B-Instruct #base_model-NousResearch/Meta-Llama-3-8B #base_model-abacusai/Llama-3-Smaug... | # 🇰🇷 SmartLlama-3-Ko-8B
<a href="URL src="https://i.URL alt="smartllama3" border="0"></a><br />
SmartLlama-3-Ko-8B is a sophisticated AI model that integrates the capabilities of several advanced language models. This merged model is designed to excel in a variety of tasks ranging from technical problem-solving to m... | [
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audio-classification | transformers |
<!-- 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. -->
# distilhubert-finetuned-gtzan
This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/disti... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["marsyas/gtzan"], "metrics": ["accuracy"], "base_model": "ntu-spml/distilhubert", "model-index": [{"name": "distilhubert-finetuned-gtzan", "results": [{"task": {"type": "audio-classification", "name": "Audio Classification"}, "dataset": {"name":... | imrajeshkr/distilhubert-finetuned-gtzan | null | [
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| distilhubert-finetuned-gtzan
============================
This model is a fine-tuned version of ntu-spml/distilhubert on the Speech\_command\_RK dataset.
It achieves the following results on the evaluation set:
* Loss: 0.2480
* Accuracy: 0.9976
Model description
-----------------
More information needed
Inten... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 264\n* eval\\_batch\\_size: 264\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_rat... | [
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text-to-image | diffusers |
<!-- This model card has been generated automatically according to the information the training script had access to. You
should probably proofread and complete it, then remove this comment. -->
# SDXL LoRA DreamBooth - embracellm/sushi03_LoRA
<Gallery />
## Model description
These are embracellm/sushi03_LoRA LoR... | {"license": "openrail++", "library_name": "diffusers", "tags": ["text-to-image", "text-to-image", "diffusers-training", "diffusers", "dora", "template:sd-lora", "stable-diffusion-xl", "stable-diffusion-xl-diffusers"], "base_model": "stabilityai/stable-diffusion-xl-base-1.0", "instance_prompt": "a photo of sushi03", "wi... | embracellm/sushi03_LoRA | null | [
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"license:openrail++",
"region:us"
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|
# SDXL LoRA DreamBooth - embracellm/sushi03_LoRA
<Gallery />
## Model description
These are embracellm/sushi03_LoRA LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
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Special VAE used for training: madeb... | [
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audio-classification | transformers |
<!-- 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. -->
# distilhubert-finetuned-gtzan
This model is a fine-tuned version of [ntu-spml/distilhubert](https://huggingface.co/ntu-spml/disti... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["marsyas/gtzan"], "metrics": ["accuracy"], "base_model": "ntu-spml/distilhubert", "model-index": [{"name": "distilhubert-finetuned-gtzan", "results": [{"task": {"type": "audio-classification", "name": "Audio Classification"}, "dataset": {"name":... | mahdihosseinali/distilhubert-finetuned-gtzan | null | [
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| distilhubert-finetuned-gtzan
============================
This model is a fine-tuned version of ntu-spml/distilhubert on the GTZAN dataset.
It achieves the following results on the evaluation set:
* Loss: 0.5503
* Accuracy: 0.86
Model description
-----------------
More information needed
Intended uses & limit... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: ... | [
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reinforcement-learning | stable-baselines3 |
# **PPO** Agent playing **LunarLander-v2**
This is a trained model of a **PPO** agent playing **LunarLander-v2**
using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3).
## Usage (with Stable-baselines3)
TODO: Add your code
```python
from stable_baselines3 import ...
from huggingface_sb3 ... | {"library_name": "stable-baselines3", "tags": ["LunarLander-v2", "deep-reinforcement-learning", "reinforcement-learning", "stable-baselines3"], "model-index": [{"name": "PPO", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "LunarLander-v2", "type": "LunarL... | Furri/ppo-LunarLander-v2 | null | [
"stable-baselines3",
"LunarLander-v2",
"deep-reinforcement-learning",
"reinforcement-learning",
"model-index",
"region:us"
] | null | 2024-04-29T20:12:41+00:00 | [] | [] | TAGS
#stable-baselines3 #LunarLander-v2 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us
|
# PPO Agent playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2
using the stable-baselines3 library.
## Usage (with Stable-baselines3)
TODO: Add your code
| [
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] |
text-generation | mlx |
# mlx-community/Llama-3-8B-Instruct-1048k-4bit
This model was converted to MLX format from [`gradientai/Llama-3-8B-Instruct-262k`]() using mlx-lm version **0.10.0**.
Refer to the [original model card](https://huggingface.co/gradientai/Llama-3-8B-Instruct-262k) for more details on the model.
## Use with mlx
```bash
pi... | {"language": ["en"], "license": "llama3", "tags": ["meta", "llama-3", "mlx"], "pipeline_tag": "text-generation"} | mlx-community/Llama-3-8B-Instruct-1048k-4bit | null | [
"mlx",
"safetensors",
"llama",
"meta",
"llama-3",
"text-generation",
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"license:llama3",
"region:us"
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"en"
] | TAGS
#mlx #safetensors #llama #meta #llama-3 #text-generation #conversational #en #license-llama3 #region-us
|
# mlx-community/Llama-3-8B-Instruct-1048k-4bit
This model was converted to MLX format from ['gradientai/Llama-3-8B-Instruct-262k']() using mlx-lm version 0.10.0.
Refer to the original model card for more details on the model.
## Use with mlx
| [
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text-generation | transformers |
# Uploaded model
- **Developed by:** Cognitus-Stuti
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/un... | {"language": ["en"], "license": "apache-2.0", "tags": ["text-generation-inference", "transformers", "unsloth", "llama", "trl", "sft"], "base_model": "unsloth/llama-3-8b-bnb-4bit"} | Cognitus-Stuti/llama3-8b-oig-unsloth-merged-copy | null | [
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|
# Uploaded model
- Developed by: Cognitus-Stuti
- License: apache-2.0
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This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
<img src="URL width="200"/>
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null | fastai |
# Amazing!
🥳 Congratulations on hosting your fastai model on the Hugging Face Hub!
# Some next steps
1. Fill out this model card with more information (see the template below and the [documentation here](https://huggingface.co/docs/hub/model-repos))!
2. Create a demo in Gradio or Streamlit using 🤗 Spaces ([docume... | {"tags": ["fastai"]} | PapiMarkis/simson | null | [
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# Amazing!
Congratulations on hosting your fastai model on the Hugging Face Hub!
# Some next steps
1. Fill out this model card with more information (see the template below and the documentation here)!
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null | transformers | ## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: -->
<!-- ### vocab_type: -->
weighted/imatrix quants of https://huggingface.co/0-hero/Matter-0.2-8x22B
<!-- provided-files -->
static quants are available at https://huggingface.co/mradermacher/Matter-0.2-8x22B-... | {"language": ["en"], "license": "apache-2.0", "library_name": "transformers", "datasets": ["0-hero/Matter-0.2-alpha-Slim-A"], "base_model": "0-hero/Matter-0.2-8x22B", "no_imatrix": "nan", "quantized_by": "mradermacher"} | mradermacher/Matter-0.2-8x22B-i1-GGUF | null | [
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| About
-----
weighted/imatrix quants of URL
static quants are available at URL
No more quants will be incoming because of URL bugs/crashes/overflows.
Usage
-----
If you are unsure how to use GGUF files, refer to one of TheBloke's
READMEs for
more details, including on how to concatenate multi-part files.
Pro... | [] | [
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null | peft |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** [More Information Needed]
- **Funded by [optional]:** [More Information Needed]
- **Shared by [optional]:** ... | {"library_name": "peft", "base_model": "NousResearch/Llama-2-7b-chat-hf"} | SriVishnuAkepati/llama-2-7b-finetuned-v2 | null | [
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# Model Card for Model ID
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### Model Sources [optional]
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null | transformers |
# Uploaded model
- **Developed by:** Cognitus-Stuti
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/un... | {"language": ["en"], "license": "apache-2.0", "tags": ["text-generation-inference", "transformers", "unsloth", "llama", "trl"], "base_model": "unsloth/llama-3-8b-bnb-4bit"} | Cognitus-Stuti/llama3-8b-oig-unsloth-copy | null | [
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text-generation | mlx |
# mlx-community/Llama-3-8B-Instruct-1048k-8bit
This model was converted to MLX format from [`gradientai/Llama-3-8B-Instruct-1048k`]() using mlx-lm version **0.10.0**.
Refer to the [original model card](https://huggingface.co/gradientai/Llama-3-8B-Instruct-1048k) for more details on the model.
## Use with mlx
```bash
... | {"language": ["en"], "license": "llama3", "tags": ["meta", "llama-3", "mlx"], "pipeline_tag": "text-generation"} | mlx-community/Llama-3-8B-Instruct-1048k-8bit | null | [
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# mlx-community/Llama-3-8B-Instruct-1048k-8bit
This model was converted to MLX format from ['gradientai/Llama-3-8B-Instruct-1048k']() using mlx-lm version 0.10.0.
Refer to the original model card for more details on the model.
## Use with mlx
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null | peft |
<!-- 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. -->
# Llama3-stanford-encyclopedia-philosophy-QA
This model is a Qlora finetune of [meta-llama/Meta-Llama-3-8B](https://huggingface.co... | {"language": ["en"], "license": "other", "tags": ["trl", "sft", "generated_from_trainer"], "base_model": "meta-llama/Meta-Llama-3-8B-Instruct", "pipeline_tag": "text-generation", "model-index": [{"name": "Llama3-stanford-encyclopedia-philosophy-QA", "results": []}]} | ruggsea/Llama3-stanford-encyclopedia-philosophy-QA | null | [
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|
# Llama3-stanford-encyclopedia-philosophy-QA
This model is a Qlora finetune of meta-llama/Meta-Llama-3-8B on the Stanford Encyclopedia of Philosophy-instruct dataset. It is meant for answering philosophical questions in a more formal tone.
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null | peft |
<!-- 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. -->
# debertav2-lora-swag
This model is a fine-tuned version of [microsoft/deberta-v2-xlarge](https://huggingface.co/microsoft/deberta... | {"license": "mit", "library_name": "peft", "tags": ["generated_from_trainer"], "datasets": ["swag"], "base_model": "microsoft/deberta-v2-xlarge", "model-index": [{"name": "debertav2-lora-swag", "results": []}]} | souraviithmds/debertav2-lora-swag | null | [
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|
# debertav2-lora-swag
This model is a fine-tuned version of microsoft/deberta-v2-xlarge on the swag dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperpar... | [
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text-generation | transformers |
<!-- 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. -->
# 0.01_4iters_bs256_nodpo_full6w_userresponse_iter_1
This model is a fine-tuned version of [HuggingFaceH4/mistral-7b-sft-beta](htt... | {"license": "mit", "tags": ["alignment-handbook", "generated_from_trainer", "trl", "dpo", "generated_from_trainer"], "datasets": ["updated", "original"], "base_model": "HuggingFaceH4/mistral-7b-sft-beta", "model-index": [{"name": "0.01_4iters_bs256_nodpo_full6w_userresponse_iter_1", "results": []}]} | ShenaoZhang/0.01_4iters_bs256_nodpo_full6w_userresponse_iter_1 | null | [
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|
# 0.01_4iters_bs256_nodpo_full6w_userresponse_iter_1
This model is a fine-tuned version of HuggingFaceH4/mistral-7b-sft-beta on the updated and the original datasets.
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More information needed
## Intended uses & limitations
More information needed
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | descript/Meta-Llama-3-8B-Instruct-exported-clips-v2-16k | null | [
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|
# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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null | peft |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# OpenHermes_finetued_on_scigen_v2
This model is a fine-tuned version of [teknium/OpenHermes-2.5-Mistral-7B](https://huggingface.c... | {"license": "apache-2.0", "library_name": "peft", "tags": ["trl", "sft", "generated_from_trainer"], "base_model": "teknium/OpenHermes-2.5-Mistral-7B", "model-index": [{"name": "OpenHermes_finetued_on_scigen_v2", "results": []}]} | moetezsa/OpenHermes_finetued_on_scigen_v2 | null | [
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#peft #tensorboard #safetensors #trl #sft #generated_from_trainer #base_model-teknium/OpenHermes-2.5-Mistral-7B #license-apache-2.0 #region-us
|
# OpenHermes_finetued_on_scigen_v2
This model is a fine-tuned version of teknium/OpenHermes-2.5-Mistral-7B on the None dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
##... | [
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text-generation | transformers |
# Phi3Mix
Phi3Mix is a Mixture of Experts (MoE) made with the following models using [Phi3_LazyMergekit](https://colab.research.google.com/drive/1Upb8JOAS3-K-iemblew34p9h1H6wtCeU?usp=sharing):
* [microsoft/Phi-3-mini-4k-instruct](https://huggingface.co/microsoft/Phi-3-mini-4k-instruct)
* [microsoft/Phi-3-mini-4k-inst... | {"license": "apache-2.0", "tags": ["moe", "merge", "mergekit", "lazymergekit", "phi3_mergekit", "microsoft/Phi-3-mini-4k-instruct"], "base_model": ["microsoft/Phi-3-mini-4k-instruct", "microsoft/Phi-3-mini-4k-instruct"]} | mccoole/Phi3Mix | null | [
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|
# Phi3Mix
Phi3Mix is a Mixture of Experts (MoE) made with the following models using Phi3_LazyMergekit:
* microsoft/Phi-3-mini-4k-instruct
* microsoft/Phi-3-mini-4k-instruct
## Configuration
## Usage
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text-to-image | diffusers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🧨 diffusers model that has been pushed on the Hub. This model card has been automatically generated.
... | {"library_name": "diffusers"} | Niggendar/modelEX_v45 | null | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | cilantro9246/9eb92kt | null | [
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token-classification | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | Achuth7Achu/MalNER_v2 | null | [
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image-classification | transformers |
<!-- 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. -->
# vit-base-patch16-224-dmae-va-U5-10-45-5e-05
This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingf... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["accuracy"], "base_model": "google/vit-base-patch16-224", "model-index": [{"name": "vit-base-patch16-224-dmae-va-U5-10-45-5e-05", "results": []}]} | Augusto777/vit-base-patch16-224-dmae-va-U5-10-45-5e-05 | null | [
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| vit-base-patch16-224-dmae-va-U5-10-45-5e-05
===========================================
This model is a fine-tuned version of google/vit-base-patch16-224 on an unknown dataset.
It achieves the following results on the evaluation set:
* Loss: 0.9129
* Accuracy: 0.75
Model description
-----------------
More infor... | [
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text-to-image | diffusers |
# Tune-A-Video - openingdrawer
## Model description
- Base model: [CompVis/stable-diffusion-v1-4](https://huggingface.co/CompVis/stable-diffusion-v1-4)
- Training prompt: Someone opening a drawer with their left hand, only their hand the drawer visible and from the the perspective of them
## Samples
Test prompt: Som... | {"license": "creativeml-openrail-m", "tags": ["stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "diffusers", "text-to-video", "tune-a-video"], "base_model": "CompVis/stable-diffusion-v1-4", "training_prompt": "Someone opening a drawer with their left hand, only their hand the drawer visible and from th... | pseudopsych/openingdrawer | null | [
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|
# Tune-A-Video - openingdrawer
## Model description
- Base model: CompVis/stable-diffusion-v1-4
- Training prompt: Someone opening a drawer with their left hand, only their hand the drawer visible and from the the perspective of them
## Samples
Test prompt: Someone opening a drawer
!sample-200
## Related papers:
-... | [
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automatic-speech-recognition | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | adrianmedinav/whisper-large-v3_ro_epochs_2_2024-04-29_17-10-21 | null | [
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text-generation | transformers |
# Model Card for Model ID
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text-to-image | diffusers |
# Model Card for Model ID
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### Model Description
<!-- Provide a longer summary of what this model is. -->
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text-generation | llama.cpp |
# ladybird-base-7B-v8
**Model creator:** [bobofrut](https://huggingface.co/bobofrut)<br>
**Original model**: [Mistroll-7B-v2.2](https://huggingface.co/bobofrut/ladybird-base-7B-v8)<br>
**GGUF quantization:** `llama.cpp` commit [b8c1476e44cc1f3a1811613f65251cf779067636](https://github.com/ggerganov/llama.cpp/tree/b8c1... | {"language": ["en"], "license": "apache-2.0", "library_name": "llama.cpp", "tags": ["mistral", "gguf"], "model_name": "ladybird base 7B v8", "base_model": "bobofrut/ladybird-base-7B-v8", "pipeline_tag": "text-generation", "model_creator": "bobofrut", "model_type": "mistral", "prompt_template": "<|im_start|>system\n{sys... | mgonzs13/ladybird-base-7B-v8-GGUF | null | [
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|
# ladybird-base-7B-v8
Model creator: bobofrut<br>
Original model: Mistroll-7B-v2.2<br>
GGUF quantization: 'URL' commit b8c1476e44cc1f3a1811613f65251cf779067636<br>
## Description
Ladybird-base-7B-v8 is based on the Mistral architecture, which is known for its efficiency and effectiveness in handling complex languag... | [
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null | transformers |
# Uploaded model
- **Developed by:** bincoder
- **License:** apache-2.0
- **Finetuned from model :** unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
[<img src="https://raw.githubusercontent.com/unslothai/unsloth/... | {"language": ["en"], "license": "apache-2.0", "tags": ["text-generation-inference", "transformers", "unsloth", "llama", "trl"], "base_model": "unsloth/llama-3-8b-bnb-4bit"} | bincoder/lora_model-test | null | [
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|
# Uploaded model
- Developed by: bincoder
- License: apache-2.0
- Finetuned from model : unsloth/llama-3-8b-bnb-4bit
This llama model was trained 2x faster with Unsloth and Huggingface's TRL library.
<img src="URL width="200"/>
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null | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": ["unsloth"]} | bincoder/lora_model | null | [
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# Model Card for Model ID
## Model Details
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This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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text2text-generation | transformers |
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
# akrishnan1/arxiv_summarization_model
This model is a fine-tuned version of [google-t5/t5-small](https://huggingface.co/google-t5/t5-sm... | {"license": "apache-2.0", "tags": ["generated_from_keras_callback"], "base_model": "google-t5/t5-small", "model-index": [{"name": "akrishnan1/arxiv_summarization_model", "results": []}]} | akrishnan1/arxiv_summarization_model | null | [
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| akrishnan1/arxiv\_summarization\_model
======================================
This model is a fine-tuned version of google-t5/t5-small on an unknown dataset.
It achieves the following results on the evaluation set:
* Train Loss: 2.6862
* Validation Loss: 2.4424
* Train Rouge1: 17.9778
* Train Rouge2: 6.7295
* Train... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* optimizer: {'name': 'AdamWeightDecay', 'learning\\_rate': 2e-05, 'decay': 0.0, 'beta\\_1': 0.9, 'beta\\_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight\\_decay\\_rate': 0.1}\n* training\\_precision: float32",
... | [
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object-detection | transformers |
<!-- 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. -->
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width... | {"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "SenseTime/deformable-detr", "model-index": [{"name": "sensetime-deformable-detr-finetuned-10k-cppe5-more-augs", "results": []}]} | qubvel-hf/sensetime-deformable-detr-finetuned-10k-cppe5-more-augs | null | [
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| <img src="URL alt="Visualize in Weights & Biases" width="200" height="32"/>
sensetime-deformable-detr-finetuned-10k-cppe5-more-augs
=======================================================
This model is a fine-tuned version of SenseTime/deformable-detr on an unknown dataset.
It achieves the following results on the ... | [
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | golf2248/xsv3ww2 | null | [
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# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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text-generation | transformers |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generate... | {"library_name": "transformers", "tags": []} | golf2248/35z3ctq | null | [
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# Model Card for Model ID
## Model Details
### Model Description
This is the model card of a transformers model that has been pushed on the Hub. This model card has been automatically generated.
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- Funded by [optional]:
- Shared by [optional]:
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automatic-speech-recognition | transformers |
<!-- 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. -->
# w2v-bert-2.0-bulgarian-CV16.0
This model is a fine-tuned version of [facebook/w2v-bert-2.0](https://huggingface.co/facebook/w2v-... | {"license": "mit", "tags": ["generated_from_trainer"], "datasets": ["common_voice_16_0"], "metrics": ["wer"], "base_model": "facebook/w2v-bert-2.0", "model-index": [{"name": "w2v-bert-2.0-bulgarian-CV16.0", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset":... | amuseix/w2v-bert-2.0-bulgarian-CV16.0 | null | [
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| w2v-bert-2.0-bulgarian-CV16.0
=============================
This model is a fine-tuned version of facebook/w2v-bert-2.0 on the common\_voice\_16\_0 dataset.
It achieves the following results on the evaluation set:
* Loss: 0.1339
* Wer: 0.0924
Model description
-----------------
More information needed
Intende... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 16\n* eval\\_batch\\_size: 8\n* seed: 42\n* gradient\\_accumulation\\_steps: 2\n* total\\_train\\_batch\\_size: 32\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=... | [
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text-generation | transformers |
<!-- 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. -->
# Mistral-7B-Instruct-v0.2-DPO
This model is a fine-tuned version of [mistralai/Mistral-7B-Instruct-v0.2](https://huggingface.co/m... | {"license": "apache-2.0", "tags": ["alignment-handbook", "trl", "dpo", "generated_from_trainer", "trl", "dpo", "generated_from_trainer"], "datasets": ["Dahoas/full-hh-rlhf"], "base_model": "mistralai/Mistral-7B-Instruct-v0.2", "model-index": [{"name": "Mistral-7B-Instruct-v0.2-DPO", "results": []}]} | AmberYifan/Mistral-7B-Instruct-v0.2-DPO | null | [
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"endpo... | null | 2024-04-29T20:47:30+00:00 | [] | [] | TAGS
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| Mistral-7B-Instruct-v0.2-DPO
============================
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the Dahoas/full-hh-rlhf dataset.
It achieves the following results on the evaluation set:
* Loss: 0.5782
* Rewards/chosen: -0.2120
* Rewards/rejected: -0.7002
* Rewards/accuracies: 0... | [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-07\n* train\\_batch\\_size: 8\n* eval\\_batch\\_size: 8\n* seed: 42\n* distributed\\_type: multi-GPU\n* num\\_devices: 4\n* gradient\\_accumulation\\_steps: 2\n* total\\_train\\_batch\\_size: 64\n*... | [
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text-generation | transformers |
BPE Fix applied https://github.com/ggerganov/llama.cpp/pull/6920
Source: https://huggingface.co/Undi95/Llama-3-Unholy-8B
Use at your own risk, I'm not responsible for any usage of this model, don't... | {"license": "cc-by-nc-4.0", "tags": ["not-for-all-audiences", "nsfw"]} | sirovub/Llama-3-Unholy-8B-GGUF | null | [
"transformers",
"gguf",
"llama",
"text-generation",
"not-for-all-audiences",
"nsfw",
"conversational",
"license:cc-by-nc-4.0",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | null | 2024-04-29T20:47:33+00:00 | [] | [] | TAGS
#transformers #gguf #llama #text-generation #not-for-all-audiences #nsfw #conversational #license-cc-by-nc-4.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us
|
BPE Fix applied URL
Source: URL
!image/png
Use at your own risk, I'm not responsible for any usage of this model, don't try to do anything this model tell you to do.
Basic uncensoring, this model is epoch 3 out of 4 (but it seem enough at 3).
If you are censored, it's maybe because of keyword like "assistant", "F... | [
"## Description\n\nThis repo contains fp16 files of Unholy Llama3, an uncensored version of meta-llama/Meta-Llama-3-8B-Instruct.",
"## Dataset used\n\n- Undi95/toxic-dpo-v0.1\n- NobodyExistsOnTheInternet/ToxicQAFinal",
"## Prompt template: Llama3\n\n\n\nSillyTavern files of Llama3 prompt format (if you still do... | [
"TAGS\n#transformers #gguf #llama #text-generation #not-for-all-audiences #nsfw #conversational #license-cc-by-nc-4.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n",
"## Description\n\nThis repo contains fp16 files of Unholy Llama3, an uncensored version of meta-llama/Meta-L... | [
61,
43,
33,
33,
18,
14
] | [
"TAGS\n#transformers #gguf #llama #text-generation #not-for-all-audiences #nsfw #conversational #license-cc-by-nc-4.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n## Description\n\nThis repo contains fp16 files of Unholy Llama3, an uncensored version of meta-llama/Meta-Llama-3... |
reinforcement-learning | ml-agents |
# **ppo** Agent playing **Pyramids**
This is a trained model of a **ppo** agent playing **Pyramids**
using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
## Usage (with ML-Agents)
The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentati... | {"library_name": "ml-agents", "tags": ["Pyramids", "deep-reinforcement-learning", "reinforcement-learning", "ML-Agents-Pyramids"]} | moczard/ppo-Pyramids | null | [
"ml-agents",
"tensorboard",
"onnx",
"Pyramids",
"deep-reinforcement-learning",
"reinforcement-learning",
"ML-Agents-Pyramids",
"region:us"
] | null | 2024-04-29T20:49:08+00:00 | [] | [] | TAGS
#ml-agents #tensorboard #onnx #Pyramids #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Pyramids #region-us
|
# ppo Agent playing Pyramids
This is a trained model of a ppo agent playing Pyramids
using the Unity ML-Agents Library.
## Usage (with ML-Agents)
The Documentation: URL
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
- A *short tutorial* where ... | [
"# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutori... | [
"TAGS\n#ml-agents #tensorboard #onnx #Pyramids #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Pyramids #region-us \n",
"# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation... | [
35,
199
] | [
"TAGS\n#ml-agents #tensorboard #onnx #Pyramids #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Pyramids #region-us \n# ppo Agent playing Pyramids\n This is a trained model of a ppo agent playing Pyramids\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\... |
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