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Model: RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf Source: Original Platform
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Quantization made by Richard Erkhov.
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[Github](https://github.com/RichardErkhov)
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[Discord](https://discord.gg/pvy7H8DZMG)
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[Request more models](https://github.com/RichardErkhov/quant_request)
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Prima-LelantaclesV4-7b-16k-bf16 - GGUF
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- Model creator: https://huggingface.co/ChaoticNeutrals/
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- Original model: https://huggingface.co/ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16/
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| Name | Quant method | Size |
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| ---- | ---- | ---- |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q2_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q2_K.gguf) | Q2_K | 2.53GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_XS.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_XS.gguf) | IQ3_XS | 2.81GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_S.gguf) | IQ3_S | 2.96GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_S.gguf) | Q3_K_S | 2.95GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.IQ3_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ3_M.gguf) | IQ3_M | 3.06GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K.gguf) | Q3_K | 3.28GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_M.gguf) | Q3_K_M | 3.28GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q3_K_L.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q3_K_L.gguf) | Q3_K_L | 3.56GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.IQ4_XS.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ4_XS.gguf) | IQ4_XS | 3.67GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q4_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_0.gguf) | Q4_0 | 3.83GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.IQ4_NL.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.IQ4_NL.gguf) | IQ4_NL | 3.87GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K_S.gguf) | Q4_K_S | 3.86GB |
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| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K.gguf) | Q4_K | 4.07GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q4_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_K_M.gguf) | Q4_K_M | 4.07GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q4_1.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q4_1.gguf) | Q4_1 | 4.24GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q5_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_0.gguf) | Q5_0 | 4.65GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K_S.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K_S.gguf) | Q5_K_S | 4.65GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K.gguf) | Q5_K | 4.78GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q5_K_M.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_K_M.gguf) | Q5_K_M | 4.78GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q5_1.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q5_1.gguf) | Q5_1 | 5.07GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q6_K.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q6_K.gguf) | Q6_K | 5.53GB |
|
||||
| [Prima-LelantaclesV4-7b-16k-bf16.Q8_0.gguf](https://huggingface.co/RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf/blob/main/Prima-LelantaclesV4-7b-16k-bf16.Q8_0.gguf) | Q8_0 | 7.17GB |
|
||||
|
||||
|
||||
|
||||
|
||||
Original model description:
|
||||
---
|
||||
license: other
|
||||
library_name: transformers
|
||||
tags:
|
||||
- mergekit
|
||||
- merge
|
||||
base_model:
|
||||
- Test157t/Yarncules-7b-128k
|
||||
- Test157t/Prima-LelantaclesV3-7b
|
||||
model-index:
|
||||
- name: Prima-LelantaclesV4-7b-16k-bf16
|
||||
results:
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: AI2 Reasoning Challenge (25-Shot)
|
||||
type: ai2_arc
|
||||
config: ARC-Challenge
|
||||
split: test
|
||||
args:
|
||||
num_few_shot: 25
|
||||
metrics:
|
||||
- type: acc_norm
|
||||
value: 66.04
|
||||
name: normalized accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: HellaSwag (10-Shot)
|
||||
type: hellaswag
|
||||
split: validation
|
||||
args:
|
||||
num_few_shot: 10
|
||||
metrics:
|
||||
- type: acc_norm
|
||||
value: 85.07
|
||||
name: normalized accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: MMLU (5-Shot)
|
||||
type: cais/mmlu
|
||||
config: all
|
||||
split: test
|
||||
args:
|
||||
num_few_shot: 5
|
||||
metrics:
|
||||
- type: acc
|
||||
value: 64.7
|
||||
name: accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: TruthfulQA (0-shot)
|
||||
type: truthful_qa
|
||||
config: multiple_choice
|
||||
split: validation
|
||||
args:
|
||||
num_few_shot: 0
|
||||
metrics:
|
||||
- type: mc2
|
||||
value: 54.76
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: Winogrande (5-shot)
|
||||
type: winogrande
|
||||
config: winogrande_xl
|
||||
split: validation
|
||||
args:
|
||||
num_few_shot: 5
|
||||
metrics:
|
||||
- type: acc
|
||||
value: 80.27
|
||||
name: accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
|
||||
dataset:
|
||||
name: GSM8k (5-shot)
|
||||
type: gsm8k
|
||||
config: main
|
||||
split: test
|
||||
args:
|
||||
num_few_shot: 5
|
||||
metrics:
|
||||
- type: acc
|
||||
value: 58.83
|
||||
name: accuracy
|
||||
source:
|
||||
url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16
|
||||
name: Open LLM Leaderboard
|
||||
---
|
||||
|
||||

|
||||
|
||||
Quants Thanks to @Lewdiculous :https://huggingface.co/Lewdiculous/Prima-LelantaclesV4-7b-16k-GGUF
|
||||
|
||||
The following models were included in the merge:
|
||||
* [Test157t/Yarncules-7b-128k](https://huggingface.co/Test157t/Yarncules-7b-128k)
|
||||
* [Test157t/Prima-LelantaclesV3-7b](https://huggingface.co/Test157t/Prima-LelantaclesV3-7b)
|
||||
|
||||
### Configuration
|
||||
|
||||
The following YAML configuration was used to produce this model:
|
||||
|
||||
```yaml
|
||||
slices:
|
||||
- sources:
|
||||
- model: Test157t/Yarncules-7b-128k
|
||||
layer_range: [0, 32]
|
||||
- model: Test157t/Prima-LelantaclesV3-7b
|
||||
layer_range: [0, 32]
|
||||
merge_method: slerp
|
||||
base_model: Test157t/Prima-LelantaclesV3-7b
|
||||
parameters:
|
||||
t:
|
||||
- filter: self_attn
|
||||
value: [0, 0.5, 0.3, 0.7, 1]
|
||||
- filter: mlp
|
||||
value: [1, 0.5, 0.7, 0.3, 0]
|
||||
- value: 0.5
|
||||
dtype: bfloat16
|
||||
```
|
||||
# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
||||
Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_ChaoticNeutrals__Prima-LelantaclesV4-7b-16k-bf16)
|
||||
|
||||
| Metric |Value|
|
||||
|---------------------------------|----:|
|
||||
|Avg. |68.28|
|
||||
|AI2 Reasoning Challenge (25-Shot)|66.04|
|
||||
|HellaSwag (10-Shot) |85.07|
|
||||
|MMLU (5-Shot) |64.70|
|
||||
|TruthfulQA (0-shot) |54.76|
|
||||
|Winogrande (5-shot) |80.27|
|
||||
|GSM8k (5-shot) |58.83|
|
||||
|
||||
|
||||
|
||||
Reference in New Issue
Block a user