RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf
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ModelHub XC 977510a95d 初始化项目，由ModelHub XC社区提供模型 
Model: RichardErkhov/ChaoticNeutrals_-_Prima-LelantaclesV4-7b-16k-bf16-gguf
Source: Original Platform
2026-07-23 08:20:09 +08:00

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Quantization made by Richard Erkhov.
[Github](https://github.com/RichardErkhov)
[Discord](https://discord.gg/pvy7H8DZMG)
[Request more models](https://github.com/RichardErkhov/quant_request)
Prima-LelantaclesV4-7b-16k-bf16 - GGUF
- Model creator: https://huggingface.co/ChaoticNeutrals/
- Original model: https://huggingface.co/ChaoticNeutrals/Prima-LelantaclesV4-7b-16k-bf16/
| Name | Quant method | Size |
| ---- | ---- | ---- |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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 |
| [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
---
![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/642265bc01c62c1e4102dc36/xq0KNQL1cCKRlEf-ffMgz.jpeg)
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|
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