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|