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Mistral-7B-v0.3-prune6
pszemraj/Mistral-7B-v0.3-prune6
Mistral-7B-v0.3-prune6 is a text generation model from pszemraj. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
This is a layer-pruned pre-trained language model sliced with mergekit. No additional training.
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5.9B
11.9 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- May 24, 2024
- Updated
- Dec 29, 2025
- SHA
- f31cd847
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Base models
Model card
From the Hugging Face model README
Mistral-7B-v0.3-prune6
This is a layer-pruned pre-trained language model sliced with mergekit. No additional training.
layer selection
Quick eval
Quick eval for: pszemraj/Mistral-7B-v0.3-prune6
hf (pretrained=pszemraj/Mistral-7B-v0.3-prune6,trust_remote_code=True,dtype=bfloat16), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: 2
| Tasks | Version | Filter | n-shot | Metric | Value | Stderr | |
|---|---|---|---|---|---|---|---|
| arc_easy | 1 | none | 0 | acc | 0.6393 | ± | 0.0099 |
| none | 0 | acc_norm | 0.6309 | ± | 0.0099 | ||
| boolq | 2 | none | 0 | acc | 0.7599 | ± | 0.0075 |
| lambada_openai | 1 | none | 0 | perplexity | 10.1184 | ± | 0.2771 |
| none | 0 | acc | 0.5507 | ± | 0.0069 | ||
| openbookqa | 1 | none | 0 | acc | 0.2200 | ± | 0.0185 |
| none | 0 | acc_norm | 0.3580 | ± | 0.0215 | ||
| piqa | 1 | none | 0 | acc | 0.7203 | ± | 0.0105 |
| none | 0 | acc_norm | 0.7350 | ± | 0.0103 | ||
| winogrande | 1 | none | 0 | acc | 0.6906 | ± | 0.0130 |
original
bootstrapping for stddev: perplexity hf (pretrained=mistralai/Mistral-7B-v0.3,trust_remote_code=True,dtype=bfloat16), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: 2
| Tasks | Version | Filter | n-shot | Metric | Value | Stderr | |
|---|---|---|---|---|---|---|---|
| arc_easy | 1 | none | 0 | acc | 0.7959 | ± | 0.0083 |
| none | 0 | acc_norm | 0.7832 | ± | 0.0085 | ||
| boolq | 2 | none | 0 | acc | 0.8202 | ± | 0.0067 |
| lambada_openai | 1 | none | 0 | perplexity | 3.2578 | ± | 0.0601 |
| none | 0 | acc | 0.7518 | ± | 0.0060 | ||
| openbookqa | 1 | none | 0 | acc | 0.3340 | ± | 0.0211 |
| none | 0 | acc_norm | 0.4420 | ± | 0.0222 | ||
| piqa | 1 | none | 0 | acc | 0.8009 | ± | 0.0093 |
| none | 0 | acc_norm | 0.8215 | ± | 0.0089 | ||
| winogrande | 1 | none | 0 | acc | 0.7380 | ± | 0.0124 |
Merge Details
Merge Method
This model was merged using the passthrough merge method.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
dtype: bfloat16
merge_method: passthrough
slices:
- sources:
- layer_range: [0, 22]
model: mistralai/Mistral-7B-v0.3
- sources:
- layer_range: [28, 32]
model: mistralai/Mistral-7B-v0.3
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Languages
- en
- Created
- May 24, 2024
- Updated
- Dec 29, 2025