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Model: suayptalha/Komodo-Llama-3.2-3B-v2-fp16 Source: Original Platform
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Komodo-Logo.jpg
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README.md
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---
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language:
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- en
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- th
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- pt
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- es
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- de
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- fr
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- it
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- hi
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license: apache-2.0
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library_name: transformers
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tags:
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- unsloth
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- trl
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- sft
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- text-generation-inference
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base_model:
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- meta-llama/Llama-3.2-3B-Instruct
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datasets:
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- jeggers/competition_math
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pipeline_tag: text-generation
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model-index:
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- name: Komodo-Llama-3.2-3B-v2-fp16
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results:
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: IFEval (0-Shot)
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type: HuggingFaceH4/ifeval
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args:
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num_few_shot: 0
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metrics:
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- type: inst_level_strict_acc and prompt_level_strict_acc
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value: 63.41
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name: strict accuracy
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source:
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url: >-
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: BBH (3-Shot)
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type: BBH
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args:
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num_few_shot: 3
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metrics:
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- type: acc_norm
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value: 20.2
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||||
name: normalized accuracy
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||||
source:
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url: >-
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: MATH Lvl 5 (4-Shot)
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type: hendrycks/competition_math
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args:
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num_few_shot: 4
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metrics:
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- type: exact_match
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value: 6.27
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name: exact match
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source:
|
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url: >-
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
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name: Open LLM Leaderboard
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- task:
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type: text-generation
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name: Text Generation
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dataset:
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name: GPQA (0-shot)
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type: Idavidrein/gpqa
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args:
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num_few_shot: 0
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metrics:
|
||||
- type: acc_norm
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||||
value: 3.69
|
||||
name: acc_norm
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||||
source:
|
||||
url: >-
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https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
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name: Open LLM Leaderboard
|
||||
- task:
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type: text-generation
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name: Text Generation
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dataset:
|
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name: MuSR (0-shot)
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type: TAUR-Lab/MuSR
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||||
args:
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num_few_shot: 0
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metrics:
|
||||
- type: acc_norm
|
||||
value: 3.37
|
||||
name: acc_norm
|
||||
source:
|
||||
url: >-
|
||||
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
|
||||
name: Open LLM Leaderboard
|
||||
- task:
|
||||
type: text-generation
|
||||
name: Text Generation
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||||
dataset:
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name: MMLU-PRO (5-shot)
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type: TIGER-Lab/MMLU-Pro
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config: main
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split: test
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args:
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num_few_shot: 5
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metrics:
|
||||
- type: acc
|
||||
value: 20.58
|
||||
name: accuracy
|
||||
source:
|
||||
url: >-
|
||||
https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=suayptalha/Komodo-Llama-3.2-3B-v2-fp16
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name: Open LLM Leaderboard
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||||
---
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This version of Komodo is a Llama-3.2-3B-Instruct finetuned model on jeggers/competition_math dataset to increase math performance of the base model.
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This model is fp16. You should import it using torch_dtype="float16".
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Finetune system prompt:
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```
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You are a highly intelligent and accurate mathematical assistant.
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You will solve mathematical problems step by step, explain your reasoning clearly, and provide concise, correct answers.
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When the solution requires multiple steps, detail each step systematically.
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```
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You can use ChatML format!
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_suayptalha__Komodo-Llama-3.2-3B-v2-fp16)
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| Metric |Value|
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|-------------------|----:|
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|Avg. |19.59|
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|IFEval (0-Shot) |63.41|
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|BBH (3-Shot) |20.20|
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|MATH Lvl 5 (4-Shot)| 6.27|
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|GPQA (0-shot) | 3.69|
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|MuSR (0-shot) | 3.37|
|
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|MMLU-PRO (5-shot) |20.58|
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||||
|
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<a href="https://www.buymeacoffee.com/suayptalha" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 60px !important;width: 217px !important;" ></a>
|
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config.json
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config.json
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{
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"_name_or_path": "unsloth/llama-3.2-3b-instruct-bnb-4bit",
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"architectures": [
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"LlamaForCausalLM"
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],
|
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"attention_bias": false,
|
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"attention_dropout": 0.0,
|
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"bos_token_id": 128000,
|
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"eos_token_id": [
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128009
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],
|
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"head_dim": 128,
|
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"hidden_act": "silu",
|
||||
"hidden_size": 3072,
|
||||
"initializer_range": 0.02,
|
||||
"intermediate_size": 8192,
|
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"max_position_embeddings": 131072,
|
||||
"mlp_bias": false,
|
||||
"model_type": "llama",
|
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"num_attention_heads": 24,
|
||||
"num_hidden_layers": 28,
|
||||
"num_key_value_heads": 8,
|
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"pad_token_id": 128004,
|
||||
"pretraining_tp": 1,
|
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"rms_norm_eps": 1e-05,
|
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"rope_scaling": {
|
||||
"factor": 32.0,
|
||||
"high_freq_factor": 4.0,
|
||||
"low_freq_factor": 1.0,
|
||||
"original_max_position_embeddings": 8192,
|
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"rope_type": "llama3"
|
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},
|
||||
"rope_theta": 500000.0,
|
||||
"tie_word_embeddings": true,
|
||||
"torch_dtype": "float16",
|
||||
"transformers_version": "4.46.2",
|
||||
"unsloth_version": "2024.11.7",
|
||||
"use_cache": true,
|
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"vocab_size": 128256
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}
|
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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"do_sample": true,
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"temperature": 0.6,
|
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"top_p": 0.9,
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"transformers_version": "4.46.2"
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pytorch_model-00002-of-00002.bin
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:94c204dd4abc932e0f38cf2d552fb44f0d6d95abfb2c1015709404a77fc28cb7
|
||||
size 1459746080
|
||||
3
pytorch_model.bin.index.json
Normal file
3
pytorch_model.bin.index.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:e65dfa0c7602b33df29ea26afefc1a4587046265da038bb7fc77f784e1ea614c
|
||||
size 20919
|
||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
"content": "<|begin_of_text|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"eos_token": {
|
||||
"content": "<|eot_id|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
},
|
||||
"pad_token": {
|
||||
"content": "<|finetune_right_pad_id|>",
|
||||
"lstrip": false,
|
||||
"normalized": false,
|
||||
"rstrip": false,
|
||||
"single_word": false
|
||||
}
|
||||
}
|
||||
3
tokenizer.json
Normal file
3
tokenizer.json
Normal file
@@ -0,0 +1,3 @@
|
||||
version https://git-lfs.github.com/spec/v1
|
||||
oid sha256:a5beb184eb9ff6aeccc182fc39388be611941a6b6a09d7d7cdd67e28388e6263
|
||||
size 17210212
|
||||
2064
tokenizer_config.json
Normal file
2064
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user