Unverified50% confidenceBenchmarkExact time
In the recursive chunking benchmark (1MB, 1000/200), Chunkr achieved 2,264 MB/s, LangChain achieved 769 MB/s, LlamaIndex only 10 MB/s, and Chonkie 225 MB/s.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/5/2026
First Seen
Valid until: 1/3/2027
Sources
Related Entities
Related Claims
VerifiedEven compressing the weights to 214GB using 4-bit quantization still far exceeds the capacity of a single 48GB GPU.72% similarUnverifiedFull fine-tuning of Llama-3 (8B) requires approximately 80 GB or more of VRAM, while Llama-3 (70B) requires more than 400 GB.72% similarVerified以LLaMA-3 70B（80层、64头、每头128维）为例，单个token的KV Cache约占2.6MB（FP16精度），32K上下文的KV Cache总量约达83GB71% similarVerifiedThe M4 Max already supports 128 GB of unified memory70% similar
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