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palmer-002-GGUF
afrideva/palmer-002-GGUF
palmer-002-GGUF is a text generation model from afrideva. Use it when you need the model to write or continue text. The card lists the license as apache-2.0.
Quantized GGUF model files for palmer-002 from appvoid
All-time downloads
2.5K
Public
Repo size
6.8 GB
Likes
2
Public
Repo makeup
Click a slice to open those files.
.gguf6.8 GB · 100%
At a glance
- Task
- Text Generation
- License
- apache-2.0
- Access
- Public
- Created
- Dec 19, 2023
- Updated
- Dec 19, 2023
- SHA
- 08776a7b
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
appvoid/palmer-002-GGUF
Quantized GGUF model files for palmer-002 from appvoid
| Name | Quant method | Size |
|---|---|---|
| palmer-002.fp16.gguf | fp16 | 2.20 GB |
| palmer-002.q2_k.gguf | q2_k | 483.12 MB |
| palmer-002.q3_k_m.gguf | q3_k_m | 550.82 MB |
| palmer-002.q4_k_m.gguf | q4_k_m | 668.79 MB |
| palmer-002.q5_k_m.gguf | q5_k_m | 783.02 MB |
| palmer-002.q6_k.gguf | q6_k | 904.39 MB |
| palmer-002.q8_0.gguf | q8_0 | 1.17 GB |
Original Model Card:
palmer
a better base model
palmer is a series of ~1b parameters language models fine-tuned to be used as base models instead of using custom prompts for tasks. This means that it can be further fine-tuned on more data with custom prompts as usual or be used for downstream tasks as any base model you can get. The model has the best of both worlds: some "bias" to act as an assistant, but also the abillity to predict the next-word from its internet knowledge base. It's a 1.1b llama 2 model so you can use it with your favorite tools/frameworks.
evaluation
| Model | ARC_C | HellaSwag | PIQA | Winogrande |
|---|---|---|---|---|
| tinyllama-2t | 0.2807 | 0.5463 | 0.7067 | 0.5683 |
| palmer-001 | 0.2807 | 0.5524 | 0.7106 | 0.5896 |
| tinyllama-2.5t | 0.3191 | 0.5896 | 0.7307 | 0.5872 |
| palmer-002 | 0.3242 | 0.5956 | 0.7345 | 0.5888 |
training
Training took ~3.5 P100 gpu hours. It was trained on 15,000 gpt-4 shuffled samples. palmer was fine-tuned using lower learning rates ensuring it keeps as much general knowledge as possible.
prompt
no prompt
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- Task
- Text Generation
- License
- apache-2.0
- Languages
- en
- Created
- Dec 19, 2023
- Updated
- Dec 19, 2023