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Model: Naphula/Riemannian-Redshift-12B-v1 Source: Original Platform
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README.md
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README.md
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---
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base_model:
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- Vortex5/Astral-Noctra-12B
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- Vortex5/Azure-Starlight-12B
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- Vortex5/Crimson-Constellation-12B
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- Vortex5/Red-Synthesis-12B
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- Vortex5/Shining-Seraph-12B
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- Vortex5/Starlit-Shadow-12B
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- Vortex5/Vermilion-Sage-12B
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- Vortex5/Scarlet-Seraph-12B
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- Vortex5/Maroon-Sunset-12B
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- Vortex5/Amber-Starlight-12B
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language:
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- en
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library_name: transformers
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license: apache-2.0
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tags:
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- karcher
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- merge
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- mergekit
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- mistral
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- nemo
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widget:
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- text: "Riemannian-Redshift-12B-v1"
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output:
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url: https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/-5OsIfrWlUxoJZP4U83uq.png
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---
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> [!NOTE]
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> <span style="color:red; font-weight:bold">⚠️ Note:</span> This model requires **Mistral Tekken** chat template.
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>
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# 🌌 Riemannian Redshift 12B v1
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).
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## Merge Details
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### Merge Method
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This is an experimental `karcher` merge of several high quality [Vortex5](https://huggingface.co/Vortex5) models. I used `float32` precision and `max_iter: 1000` to ensure the best bits were chosen for the Riemannian center. This merge took 5 hours using [graph_v18](https://huggingface.co/spaces/Naphula/model_tools/blob/main/graph_v18.py) as an accelerant with 8GB VRAM.
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This model was merged using the [Karcher Mean](https://en.wikipedia.org/wiki/Karcher_mean) merge method.
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### Models Merged
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The following models were included in the merge:
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* [Vortex5/Maroon-Sunset-12B](https://huggingface.co/Vortex5/Maroon-Sunset-12B)
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* [Vortex5/Azure-Starlight-12B](https://huggingface.co/Vortex5/Azure-Starlight-12B)
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* [Vortex5/Scarlet-Seraph-12B](https://huggingface.co/Vortex5/Scarlet-Seraph-12B)
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* [Vortex5/Amber-Starlight-12B](https://huggingface.co/Vortex5/Amber-Starlight-12B)
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* [Vortex5/Shining-Seraph-12B](https://huggingface.co/Vortex5/Shining-Seraph-12B)
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* [Vortex5/Red-Synthesis-12B](https://huggingface.co/Vortex5/Red-Synthesis-12B)
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* [Vortex5/Starlit-Shadow-12B](https://huggingface.co/Vortex5/Starlit-Shadow-12B)
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* [Vortex5/Crimson-Constellation-12B](https://huggingface.co/Vortex5/Crimson-Constellation-12B)
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* [Vortex5/Vermilion-Sage-12B](https://huggingface.co/Vortex5/Vermilion-Sage-12B)
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* [Vortex5/Astral-Noctra-12B](https://huggingface.co/Vortex5/Astral-Noctra-12B)
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### Configuration
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The following YAML configuration was used to produce this model:
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```yaml
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models:
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- model: B:/12B/models--Vortex5--Astral-Noctra-12B
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- model: B:/12B/models--Vortex5--Azure-Starlight-12B
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- model: B:/12B/models--Vortex5--Crimson-Constellation-12B
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- model: B:/12B/models--Vortex5--Red-Synthesis-12B
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- model: B:/12B/models--Vortex5--Shining-Seraph-12B
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- model: B:/12B/models--Vortex5--Starlit-Shadow-12B
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- model: B:/12B/models--Vortex5--Vermilion-Sage-12B
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- model: B:/12B/models--Vortex5--Scarlet-Seraph-12B
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- model: B:/12B/models--Vortex5--Maroon-Sunset-12B
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- model: B:/12B/models--Vortex5--Amber-Starlight-12B
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merge_method: karcher
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parameters:
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max_iter: 1000
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tol: 1.0e-9
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dtype: float32
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out_dtype: bfloat16
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tokenizer:
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source: union
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chat_template: auto
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name: 🌌 Riemannian-Redshift-12B-v1
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```
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Redshift.png
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{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '
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' + message['content'] + '<|im_end|>' + '
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'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant
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' }}{% endif %}
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config.json
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"dtype": "bfloat16",
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 5120,
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"initializer_range": 0.02,
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"intermediate_size": 14336,
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"max_position_embeddings": 131072,
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"model_type": "mistral",
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"num_attention_heads": 32,
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"num_hidden_layers": 40,
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"num_key_value_heads": 8,
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"rms_norm_eps": 1e-05,
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"tie_word_embeddings": false,
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"tokenizer": {
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"add_bos_token": true,
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"add_eos_token": false,
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"pad_token": "</s>",
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"padding_side": "right"
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},
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"transformers_version": "4.57.6",
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"trust_remote_code": true,
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"use_cache": false,
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"vocab_size": 131078
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}
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mergekit_config.yml
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mergekit_config.yml
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models:
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- model: B:/12B/models--Vortex5--Astral-Noctra-12B
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- model: B:/12B/models--Vortex5--Azure-Starlight-12B
|
||||
- model: B:/12B/models--Vortex5--Crimson-Constellation-12B
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||||
- model: B:/12B/models--Vortex5--Red-Synthesis-12B
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||||
- model: B:/12B/models--Vortex5--Shining-Seraph-12B
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- model: B:/12B/models--Vortex5--Starlit-Shadow-12B
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||||
- model: B:/12B/models--Vortex5--Vermilion-Sage-12B
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- model: B:/12B/models--Vortex5--Scarlet-Seraph-12B
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||||
- model: B:/12B/models--Vortex5--Maroon-Sunset-12B
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||||
- model: B:/12B/models--Vortex5--Amber-Starlight-12B
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merge_method: karcher
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parameters:
|
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max_iter: 1000
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tol: 1.0e-9
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dtype: float32
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out_dtype: bfloat16
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tokenizer:
|
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source: union
|
||||
chat_template: auto
|
||||
name: 🌌 Riemannian-Redshift-12B-v1
|
||||
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30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
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||||
{
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3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf5fe9cc735b83a82fc880d99858b3b7b516de0aa89e803c8d276b3ae85c85a1
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size 17079442
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8068
tokenizer_config.json
Normal file
8068
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user